Veröffentlichungen

Beiträge in Fachzeitschriften

• Koldovský Z., Málek J., Čmejla J., Vrátný M., Kellermann W.:
  Fast algorithms for informed independent component/vector extraction
  In: EURASIP Journal on Advances in Signal Processing 2025 (2025), Article No.: 56
  ISSN: 1687-6172
  DOI: 10.1186/s13634-025-01260-5
  BibTeX: Download
• Schlecht S., Neidhardt A., Werner KJ., Gabrielli L.:
  GUEST EDITORS’ NOTE Special Issue on The Sound of Digital Audio Effects Part II
  In: Journal of the Audio Engineering Society 73 (2025), p. 502-503
  ISSN: 0004-7554
  BibTeX: Download
• Asthana R., Conrad J., Ortmanns M., Belagiannis V.:
  Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curvature
  In: Transactions on Machine Learning Research 2025-August (2025)
  ISSN: 2835-8856
  DOI: 10.48550/arXiv.2508.12977
  BibTeX: Download
• Hofmann B., Regenhardt K., Bründl P., Nguyen HG., Belagiannis V., Franke J., Risch F.:
  Machine learning-based prediction of quality characteristics in joining processes to minimize destructive testing: A case study on crimp connections
  In: Procedia CIRP 134 (2025), p. 163-168
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2025.03.030
  BibTeX: Download
• Briegleb A.:
  3MT Competition (EUSIPCO2024): A peek into the black box: Insights into the functionality of complex-valued neural networks for multichannel speech enhancement
  In: Science Talks 13 (2025), Article No.: 100430
  ISSN: 2772-5693
  DOI: 10.1016/j.sctalk.2025.100430
  BibTeX: Download
• Li X., Xu F., Liu F., Lyu X., Gao H., Zhou J., Kaup A.:
  A Euclidean Affinity-Augmented Hyperbolic Neural Network for Semantic Segmentation of Remote Sensing Images
  In: IEEE Transactions on Geoscience and Remote Sensing (2025)
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2025.3594760
  BibTeX: Download
• Scerbo M., Schlecht S., Ali R., Savioja L., De Sena E.:
  Efficient Multichannel Auralization Based on the Modal Decomposition of Acoustic Radiance Transfer (MoD-ART)
  In: IEEE Transactions on Audio, Speech and Language Processing (2025)
  ISSN: 2998-4173
  DOI: 10.1109/TASLPRO.2025.3629242
  BibTeX: Download
• Herglotz C., Katsenou A., Wang X., Kränzler M., Schien D.:
  Foundations of Measuring Power and Energy Consumption in Video Communication
  In: IEEE Access (2025)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2025.3545814
  BibTeX: Download
• Hoang DA., Nguyen C., Belagiannis V., Do TT., Carneiro G.:
  Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning
  In: Transactions on Machine Learning Research 2025-March (2025)
  ISSN: 2835-8856
  BibTeX: Download
• Schlecht S., Sinjanakhom T., Välimäki V.:
  Multi-shelf graphic equalizer
  In: Signal Processing 226 (2025), Article No.: 109630
  ISSN: 0165-1684
  DOI: 10.1016/j.sigpro.2024.109630
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network
  In: IEEE Transactions on Image Processing (2025)
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2025.3556602
  BibTeX: Download
• Jia P., Brand F., Yu D., Karabutov A., Alshina E., Kaup A.:
  Overview of Variable Rate Coding in JPEG AI
  In: IEEE Transactions on Circuits and Systems For Video Technology (2025)
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2025.3552971
  BibTeX: Download
• Hornauer J., El-Ghoussani A., Belagiannis V.:
  Revisiting Gradient-Based Uncertainty for Monocular Depth Estimation
  In: IEEE Transactions on Pattern Analysis and Machine Intelligence (2025)
  ISSN: 0162-8828
  DOI: 10.1109/TPAMI.2025.3541964
  BibTeX: Download

Beiträge bei Tagungen

• Ulreich F., Funk Drechsler M., Poledna Y., Chan PH., Herraren T., Ebert M., Kaup A., Huber W.:
  Validating Camera Sensor Models for Virtual Testing of Vision Systems in Automated Driving
  2025 IEEE International Conference on Vehicular Electronics and Safety (ICVES) (Coventry, 27. Oktober 2025 - 28. Oktober 2025)
  In: 2025 IEEE International Conference on Vehicular Electronics and Safety (ICVES), New York City: 2025
  DOI: 10.1109/ICVES65691.2025.11376043
  BibTeX: Download
• Kadagathur Lakshmana Reddy DR., Herglotz C., Kaup A.:
  A High-Level Feature Model to Predict the Encoding Energy of a Hardware Video Encoder
  In: 2025 Picture Coding Symposium (PCS), Aachen, Germany 2025
  Open Access: https://arxiv.org/abs/2510.12754
  BibTeX: Download
• Gruber M., Seiler J., Kaup A.:
  Domain Adaptation for Camera-Specific Image Characteristics using Shallow Discriminators
  International Conference on Visual Communications and Image Processing (VCIP) (Klagenfurt, 1. Dezember 2025 - 4. Dezember 2025)
  DOI: 10.1109/VCIP67698.2025.11396816
  URL: https://arxiv.org/abs/2511.10424
  BibTeX: Download
• Kopte A., Kaup A.:
  Sliding Window Attention for Learned Video Compression
  Picture Coding Symposium (PCS) (Aachen, 8. Dezember 2025 - 11. Dezember 2025)
  In: IEEE (ed.): Proceedings of the Picture Coding Symposium (PCS) 2025
  Open Access: https://arxiv.org/abs/2510.03926
  BibTeX: Download
• Schottlender M., Schäfer M., Veiga RA.:
  Neural Network based Distance Estimation for Branched Molecular Communication Systems
  12th ACM International Conference on Nanoscale Computing and Communication, NanoCom 2025 (Chengdu, CHN, 23. Oktober 2025 - 25. Oktober 2025)
  In: NanoCom 2025 - Proceedings of the 12th ACM International Conference on Nanoscale Computing and Communication 2025
  DOI: 10.1145/3760544.3764128
  BibTeX: Download
• Regensky A., Windsheimer M., Brand F., Kaup A.:
  Beyond Perspective: Neural 360-Degree Video Compression
  International Conference on Computer Vision (ICCV) (Honolulu, Hawai'i, 19. Oktober 2025 - 23. Oktober 2025)
  In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2025
  Open Access: https://openaccess.thecvf.com/content/ICCV2025/html/Regensky_Beyond_Perspective_Neural_360-Degree_Video_Compression_ICCV_2025_paper.html
  URL: https://openaccess.thecvf.com/content/ICCV2025/html/Regensky_Beyond_Perspective_Neural_360-Degree_Video_Compression_ICCV_2025_paper.html
  BibTeX: Download
• Andrade Àlvarez CA., Schlecht S.:
  Delay Optimization Towards Smooth Sparse Noise
  Open Access: https://dafx25.dii.univpm.it/wp-content/uploads/2025/07/DAFx25_paper_86.pdf
  BibTeX: Download
• Och H., Kaup A.:
  Lossless 4:2:0 Screen Content Coding Using Luma-Guided Soft Context Formation
  33rd European Signal Processing Conference (Isola delle Femmine, 8. September 2025 - 12. September 2025)
  Open Access: https://arxiv.org/abs/2508.18968
  URL: https://arxiv.org/abs/2508.18968
  BibTeX: Download
• Li X., Windsheimer M., Sadeghi M., Eskofier B., Kaup A.:
  Optimized Learned Image Compression for Facial Expression Recognition
  2025 IEEE International Conference on Image Processing (ICIP) (Anchorage, 14. September 2025 - 17. September 2025)
  In: 2025 IEEE International Conference on Image Processing (ICIP) 2025
  DOI: 10.1109/ICIP55913.2025.11084408
  BibTeX: Download
• Hölle M., Kellermann W., Belagiannis V.:
  Uncertainty-Aware Likelihood Ratio Estimation for Pixel-Wise Out-of-Distribution Detection
  International Conference on Computer Vision (Honolulu, HI, 19. Oktober 2025 - 23. Oktober 2025)
  In: IEEE/CVF (ed.): Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 2025
  BibTeX: Download
• Nguyen P., Nguyen PK.:
  Sparse-KSVD for Blind Decomposition on Task-Related fMRI Data: A Comparative Analysis with ICA and MCA-KSVD
  14. Internationale Konferenz über moderne Schaltungs- und Systemtechnologien (MOCAST) (Dresden, Sachsen, 11. Juni 2025 - 13. Juni 2025)
  DOI: 10.1109/MOCAST65744.2025.11083729
  BibTeX: Download
• Weiss S., Schlecht S., Moonen M.:
  Polynomial Procrustes Solution for Randomly Perturbed Near-Paraunitary Systems
  2025 IEEE Statistical Signal Processing Workshop, SSP 2025 (Edinburgh, 8. Juni 2025 - 11. Juni 2025)
  In: 2025 IEEE Statistical Signal Processing Workshop (SSP) 2025
  DOI: 10.1109/SSP64130.2025.11073288
  BibTeX: Download
• Rückert R., Herglotz C., Sura O., Ninov Y., Kaup A., Vossiek M.:
  Combining Run-Length Encoding Preprocessing With Lempel-Ziv-Markov Algorithm to Enhance Compression for Automotive Radar Data
  2025 16th German Microwave Conference (GeMiC) (Dresden, Germany, 17. März 2025 - 19. März 2025)
  DOI: 10.23919/GeMiC64734.2025.10979136
  URL: https://ieeexplore.ieee.org/document/10979136
  BibTeX: Download
• Ritthaler M., Regensky A., Kaup A.:
  Improved Motion Plane Adaptive 360-Degree Video Compression Using Affine Motion Models
  ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Hyderabad, 6. April 2025 - 11. April 2025)
  DOI: 10.1109/ICASSP49660.2025.10889712
  URL: https://ieeexplore.ieee.org/document/10889712
  BibTeX: Download
• Wawerek-López P., Mahmoudian Bidgoli N., Fossard P., Kaup A., Maugey T.:
  OSLO-IC: On-the-Sphere Learned Omnidirectional Image Compression with Attention Modules and Spatial Context
  ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Hyderabad, 6. April 2025 - 11. April 2025)
  DOI: 10.1109/ICASSP49660.2025.10889131
  URL: https://ieeexplore.ieee.org/document/10889131
  BibTeX: Download
• Ren Y., Deichsel F., Hopf V., Seiler J., Kaup A., Beckerle P.:
  Networked Systems Diagnostics: A Fusion of Failure Mode and Effects Analysis and a Delphi Expert Study
  2024 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024 (Kuching, 6. Oktober 2024 - 10. Oktober 2024)
  In: 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2025
  DOI: 10.1109/SMC54092.2024.10831721
  BibTeX: Download
• Li X., Xu F., Tao F., Tong Y., Lyu X., Zhong J., Kaup A.:
  A spectrum-enhanced attention model for semantic segmentation of remote sensing images
  2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 (Hyderabad, IND, 6. April 2025 - 11. April 2025)
  In: Bhaskar D Rao, Isabel Trancoso, Gaurav Sharma, Neelesh B. Mehta (ed.): ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2025
  DOI: 10.1109/ICASSP49660.2025.10887646
  BibTeX: Download
• De Bortoli GM., Prawda K., Coleman P., Schlecht S.:
  DataRES and PyRES: A Room Dataset and a Python Library for Reverberation Enhancement System Development, Evaluation, and Simulation
  International Conference on Digital Audio Effects (DAFx25) (Ancona, Italy)
  BibTeX: Download
• De Vita M., Belagiannis V.:
  Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation
  2025 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025 (Tucson, AZ, 28. Februar 2025 - 4. März 2025)
  In: Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025 2025
  DOI: 10.1109/WACV61041.2025.00378
  BibTeX: Download
• Bai B., Schlecht S.:
  Estimation of Multi-Slope Amplitudes in Late Reverberation
  2025 International Conference on Digital Audio Effects (DAFx) (Ancona, Italy, 2. September 2025 - 5. September 2025)
  In: Proceedings of the 28th International Conference on Digital Audio Effects (DAFx25) 2025
  URL: https://dafx.de/paper-archive/2025/DAFx25_paper_28.pdf
  BibTeX: Download
• Liu Y., Chen Y., Wang H., Belagiannis V., Reid I., Carneiro G.:
  ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation
  18th European Conference on Computer Vision, ECCV 2024 (Milan, 29. September 2024 - 4. Oktober 2024)
  In: Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
  DOI: 10.1007/978-3-031-73232-4_5
  BibTeX: Download
• Fabiani L., Schlecht S., Haasler I., Elvander F.:
  Joint Spectrogram Separation and TDOA Estimation using Optimal Transport
  EUSIPCO 2025 (Italy)
  BibTeX: Download
• Brinkmann F., Berzborn M., Heimes A., Hoyer A., Karakonstantis X., Kersten S., Lübeck T., Palenda P., Andrade Àlvarez CA., Arend JM., Hahn N., Jüterbock T., Meyer-Kahlen N., Paskiewicz A., Schlecht S., Schultz F., Weinzierl S.:
  Open Educational Resources for Acoustics and Audio Signal Processing Using Jupyter Notebooks and Pyfar
  Forum Acusticum Euronoise
  BibTeX: Download
• Fagerström J., Meyer-Kahlen N., Schlecht S., Välimäki V.:
  Perceptual Decorrelator Based on Resonators
  International Conference on Digital Audio Effects (DAFx25) (Ancona, Italy)
  BibTeX: Download
• Conrad J., Wilhelmstätter S., Mandry H., Kässer P., Abdelaal A., Asthana R., Belagiannis V., Ortmanns M.:
  PSumSim: A Simulator for Partial-Sum Quantization in Analog Matrix-Vector Multipliers
  2025 IEEE International Symposium on Circuits and Systems, ISCAS 2025 (London, 25. Mai 2025 - 28. Mai 2025)
  In: Proceedings - IEEE International Symposium on Circuits and Systems 2025
  DOI: 10.1109/ISCAS56072.2025.11043442
  BibTeX: Download
• Kossira K., Zhu Y., Seiler J., Kaup A.:
  Towards Object Segmentation Mask Selection Using Specular Reflections
  IEEE International Conference on Visual Communications and Image Processing (VCIP) (Klagenfurt, 1. Dezember 2025 - 4. Dezember 2025)
  DOI: 10.1109/VCIP67698.2025.11396903
  URL: https://arxiv.org/abs/2602.21777
  BibTeX: Download
• Meyer A., Kaup A.:
  Variable Rate Learned Wavelet Video Coding Using Temporal Layer Adaptivity
  2025 IEEE International Conference on Image Processing (ICIP) (Anchorage, AK, USA)
  DOI: 10.1109/ICIP55913.2025.11084285
  BibTeX: Download
• Schlecht S., Välimäki V., Bilbao S., Salmi R., Zicarelli D.:
  Zero-Phase Sound via Giant FFT
  International Conference on Digital Audio Effects (DAFx25) (Ancona, Italy)
  BibTeX: Download

Beiträge in Fachzeitschriften

• Briegleb A., Kellermann W.:
  Analysis of spatial filtering in neural spatiospectral filters and its dependence on training target characteristics
  In: EURASIP Journal on Audio, Speech, and Music Processing 61 (2024)
  ISSN: 1687-4714
  DOI: 10.1186/s13636-024-00381-3
  URL: https://link.springer.com/article/10.1186/s13636-024-00381-3
  BibTeX: Download
• Meyer-Kahlen N., Schlecht S., Garí SA., Lokki T.:
  Testing Auditory Illusions in Augmented Reality: Plausibility, Transfer-Plausibility, and Authenticity
  In: Journal of the Audio Engineering Society 72 (2024), p. 797-812
  ISSN: 0004-7554
  DOI: 10.17743/jaes.2022.0178
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  High-resolution hyperspectral video imaging using a hexagonal camera array
  In: Journal of the Optical Society of America A: Optics and Image Science, and Vision 41 (2024), p. 2303-2315
  ISSN: 1520-8532
  DOI: 10.1364/JOSAA.536572
  URL: https://opg.optica.org/josaa/fulltext.cfm?uri=josaa-41-12-2303&id=562685
  BibTeX: Download
• Sun Z., Zhao M., Liu G., Kaup A.:
  Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text Retrieval
  In: IEEE Transactions on Geoscience and Remote Sensing 62 (2024), Article No.: 4709118
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2024.3489224
  BibTeX: Download
• Hofmann A., Meyer-Kahlen N., Schlecht S., Lokki T.:
  Audiovisual Congruence and Localization Performance in Virtual Reality: 3D Loudspeaker Model vs. Human Avatar
  In: Journal of the Audio Engineering Society 72 (2024), p. 679-690
  ISSN: 0004-7554
  DOI: 10.17743/jaes.2022.0162
  BibTeX: Download
• Liu Y., Tian Y., Wang C., Chen Y., Liu F., Belagiannis V., Carneiro G.:
  Translation Consistent Semi-supervised Segmentation for 3D Medical Images
  In: IEEE Transactions on Medical Imaging (2024)
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2024.3468896
  BibTeX: Download
• Wang X., Yang Y., Brendel A., Ueda T., Makino S., Benesty J., Kellermann W., Chen J.:
  On Semi-Blind Source Separation-Based Approaches to Nonlinear Echo Cancellation Based on Bilinear Alternating Optimization
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 32 (2024), p. 2973-2987
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2024.3407676
  URL: https://ieeexplore.ieee.org/document/10542383/authors
  BibTeX: Download
• Rückert R., Ullmann I., Vossiek M., Kaup A., Herglotz C.:
  Data Compression for Close-Range Radar Imaging
  In: IEEE Transactions on Radar Systems 1 (2024), p. 421-433
  ISSN: 2832-7357
  DOI: 10.1109/TRS.2024.3387288
  BibTeX: Download
• Asthana R., Conrad J., Dawoud Y., Ortmanns M., Belagiannis V.:
  Multi-conditioned Graph Diffusion for Neural Architecture Search
  In: Transactions on Machine Learning Research (2024)
  ISSN: 2835-8856
  Open Access: https://openreview.net/forum?id=5VotySkajV
  URL: https://openreview.net/forum?id=5VotySkajV
  BibTeX: Download
• Bergmann S., Moussa D., Brand F., Kaup A., Rieß C.:
  Forensic analysis of AI-compression traces in spatial and frequency domain
  In: Pattern Recognition Letters (2024)
  ISSN: 0167-8655
  Open Access: https://www.sciencedirect.com/science/article/pii/S0167865524000503
  URL: https://www.sciencedirect.com/science/article/pii/S0167865524000503
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Conditional Residual Coding: A Remedy for Bottleneck Problems in Conditional Inter Frame Coding
  In: IEEE Transactions on Circuits and Systems For Video Technology (2024), p. 1-1
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2024.3359948
  BibTeX: Download
• Conrad J., Wilhelmstatter S., Asthana R., Belagiannis V., Ortmanns M.:
  Differentiable Cost Model for Neural-Network Accelerator Regarding Memory Hierarchy
  In: IEEE Transactions on Circuits and Systems I-Regular Papers (2024)
  ISSN: 1549-8328
  DOI: 10.1109/TCSI.2024.3476534
  BibTeX: Download
• Schlecht S., Scerbo M., De Sena E., Valimaki V.:
  Modal Excitation in Feedback Delay Networks
  In: IEEE Signal Processing Letters 31 (2024), p. 2690-2694
  ISSN: 1070-9908
  DOI: 10.1109/LSP.2024.3466790
  BibTeX: Download
• Yin KL., Halimeh MM., Pu YF., Lu L., Kellermann W.:
  Nonlinear Acoustic Echo Cancellation Based on Pipelined Hermite Filters
  In: Signal Processing (2024)
  ISSN: 0165-1684
  DOI: 10.1016/j.sigpro.2024.109470
  BibTeX: Download
• Herglotz C., Och H., Meyer A., Ramasubbu G., Eichermüller L., Kränzler M., Brand F., Fischer K., Nguyen TD., Regensky A., Kaup A.:
  The Bjøntegaard Bible - Why your Way of Comparing Video Codecs May Be Wrong
  In: IEEE Transactions on Image Processing 33 (2024), p. 987 - 1001
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2023.3346695
  BibTeX: Download

Beiträge bei Tagungen

• Rückert R., Li Y., Herglotz C., Sura O., Kaup A., Vossiek M.:
  Compression of Preprocessed Automotive Radar Data by Using Context-Adaptive Binary Arithmetic Coding
  2024 21st European Radar Conference (EuRAD) (Paris, France, 25. September 2024 - 27. September 2024)
  In: IEEE (ed.): 2024 21st European Radar Conference (EuRAD), New York City: 2024
  DOI: 10.23919/EuRAD61604.2024.10734958
  URL: https://ieeexplore.ieee.org/document/10734958
  BibTeX: Download
• Kaziu B., Shanin N., Spano D., Wang L., Gerstacker W., Schober R.:
  Approximate Partially Decentralized Linear EZF Precoding for Massive MU-MIMO Systems
  100th Vehicular Technology Conference (VTC2024-Fall) (Washington DC, USA, 7. Oktober 2024 - 10. Oktober 2024)
  DOI: 10.1109/VTC2024-Fall63153.2024.10757832
  BibTeX: Download
• Prawda K., Meyer-Kahlen N., Schlecht S.:
  Exploring sauna impulse responses
  INTER-NOISE24 (Nantes)
  In: INTER-NOISE and NOISE-CON Congress and Conference Proceedings 2024
  DOI: 10.3397/IN_2024_4052
  BibTeX: Download
• Götz P., Gotz G., Meyer-Kahlen N., Lee KY., Prawda K., Habets E., Schlecht S.:
  A Multi-Room Transition Dataset for Blind Estimation of Energy Decay
  18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024 (Aalborg, 9. September 2024 - 12. September 2024)
  In: 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC) 2024
  DOI: 10.1109/IWAENC61483.2024.10694356
  BibTeX: Download
• Herglotz C., Kränzler M., Xu B., Kaup A.:
  Decoding Energy Optimization for Video Coding Using Model-Driven Gradient Descent
  IEEE 26th International Workshop on Multimedia Signal Processing (MMSP) (Purdue Universty, West Lafayette, Indiana, USA, 2. Oktober 2024 - 4. Oktober 2024)
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera Arrays
  2024 IEEE International Conference on Image Processing (Abu Dhabi, 27. Oktober 2024 - 30. Oktober 2024)
  Open Access: https://arxiv.org/pdf/2408.14050
  URL: https://arxiv.org/abs/2408.14050
  BibTeX: Download
• Nguyen TD., Zieger D., Gambietz M., Koelewijn A., Stamminger M., Kaup A.:
  Multiresolution point cloud compression for real-time visualization and streaming of large 3D datasets
  Asilomar Conferense on Signals, Systems, and Computers
  BibTeX: Download
• Windsheimer M., Brand F., Kaup A.:
  On Annotation-free Optimization of Video Coding for Machines
  International Conference on Image Processing (ICIP) (Abu Dhabi, 27. Oktober 2024 - 30. Oktober 2024)
  DOI: 10.1109/ICIP51287.2024.10647318
  URL: https://ieeexplore.ieee.org/document/10647318
  BibTeX: Download
• Conrad J., Kauffman J., Wilhelmstatter S., Asthana R., Belagiannis V., Ortmanns M.:
  Confidence Estimation and Boosting for Dynamic-Comparator Transient-Noise Analysis
  22nd IEEE Interregional NEWCAS Conference, NEWCAS 2024 (Sherbrooke, QC, 16. Juni 2024 - 19. Juni 2024)
  In: 2024 22nd IEEE Interregional NEWCAS Conference (NEWCAS) 2024
  DOI: 10.1109/NewCAS58973.2024.10666354
  BibTeX: Download
• Briegleb A., Kellermann W.:
  Spatially Constrained vs. Unconstrained Filtering in Neural Spatiospectral Filters for Multichannel Speech Enhancement
  2024 32nd European Signal Processing Conference (EUSIPCO) (Lyon, France, 26. August 2024 - 30. August 2024)
  In: European Association for Signal Processing (EURASIP) (ed.): 2024 32nd European Signal Processing Conference (EUSIPCO) 2024
  DOI: 10.48550/arXiv.2406.11376
  URL: https://ieeexplore.ieee.org/document/10715258
  BibTeX: Download
• Kreuzer M., Schmidt D., Wokusch S., Kellermann W.:
  Classification of Rotor Imbalance in Trains Using Airborne Sound With Real-World Data
  2024 IEEE International Conference on Prognostics and Health Management, ICPHM 2024 (Spokane, WA, 17. Juni 2024 - 19. Juni 2024)
  In: 2024 IEEE International Conference on Prognostics and Health Management (ICPHM) 2024
  DOI: 10.1109/ICPHM61352.2024.10626489
  BibTeX: Download
• El-Ghoussani A., Hornauer J., Carneiro G., Belagiannis V.:
  Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation
  Third Conference on Lifelong Learning Agents (CoLLAs 2024) (Polo Didattico San Rossore 1938 building of the University of Pisa, Italy., 29. Juli 2024 - 1. August 2024)
  BibTeX: Download
• Conrad J., Wilhelmstatter S., Asthana R., Belagiannis V., Ortmanns M.:
  Too-Hot-to-Handle: Insights into Temperature and Noise Hyperparameters for Differentiable Neural-Architecture-Searches
  6th IEEE International Conference on AI Circuits and Systems (AICAS 2024) (Abu Dhabi, 22. April 2024 - 25. April 2024)
  In: 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) 2024
  DOI: 10.1109/AICAS59952.2024.10595971
  BibTeX: Download
• Kränzler M., Herglotz C., Kaup A.:
  A Comprehensive Review of Software and Hardware Energy Efficiency of Video Decoders
  Picture Coding Symposium (PCS) (Taichung, Taiwan, 12. Juni 2024 - 14. Juni 2024)
  DOI: 10.48550/arXiv.2402.09001
  BibTeX: Download
• Regensky A., Brand F., Kaup A.:
  Analysis of Neural Video Compression Networks for 360-Degree Video Coding
  Picture Coding Symposium (PCS) (Taichung, 12. Juni 2024 - 14. Juni 2024)
  BibTeX: Download
• Herglotz C., Kränzler M., Dai R., Kaup A.:
  Complexity Metrics for VVC Decoder Power Reduction in Green Metadata
  Picture Coding Symposium (Taichung, Taiwan, 12. Juni 2024 - 14. Juni 2024)
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization
  2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 - 19. April 2024)
  Open Access: https://arxiv.org/pdf/2312.08949.pdf
  URL: https://arxiv.org/pdf/2312.08949
  BibTeX: Download
• Sippel F., Genser N., Och H., Seiler J., Kaup A.:
  Color Agnostic Cross-Spectral Disparity Estimation
  2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 - 19. April 2024)
  Open Access: https://arxiv.org/abs/2312.08946
  URL: https://arxiv.org/pdf/2312.08946.pdf
  BibTeX: Download
• Eichermüller L., Chaudhari G., Katsavounidis I., Lei Z., Tmar H., Herglotz C., Kaup A.:
  Encoding Time and Energy Model for SVT-AV1 based on Video Complexity
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2024 (Seoul, 14. April 2024 - 19. April 2024)
  Open Access: https://arxiv.org/abs/2401.16067
  BibTeX: Download
• Regensky A., Kaup A.:
  Geometry-Corrected Geodesic Motion Modeling with Per-Frame Camera Motion for 360-Degree Video Compression
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Seoul, 14. April 2024 - 19. April 2024)
  DOI: 10.1109/ICASSP48485.2024.10446915
  URL: https://arxiv.org/abs/2312.09266
  BibTeX: Download
• Och H., Uddehal SR., Strutz T., Kaup A.:
  Improved Screen Content Coding in VVC Using Soft Context Formation
  2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 - 19. April 2024)
  DOI: 10.1109/ICASSP48485.2024.10447125
  URL: https://arxiv.org/abs/2305.05440
  BibTeX: Download
• Windsheimer M., Brand F., Kaup A.:
  Multiscale Augmented Normalizing Flows for Image Compression
  International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 - 19. April 2024)
  DOI: 10.1109/ICASSP48485.2024.10446147
  URL: https://ieeexplore.ieee.org/document/10446147
  BibTeX: Download
• Brand F., Seiler J., Sauer J., Alshina E., Kaup A.:
  Adaptive Variance-Threshold-Based Skip Modes for Learned Video Compression Using a Motion Complexity Criterion
  2024 Picture Coding Symposium, PCS 2024 (Taichung, TWN, 12. Juni 2024 - 14. Juni 2024)
  In: 2024 Picture Coding Symposium, PCS 2024 - Proceedings 2024
  DOI: 10.1109/PCS60826.2024.10566348
  BibTeX: Download
• Prativadibhayankaram S., Panda MP., Seiler J., Richter T., Sparenberg H., Foessel S., Kaup A.:
  A STUDY ON THE EFFECT OF COLOR SPACES IN LEARNED IMAGE COMPRESSION
  31st IEEE International Conference on Image Processing, ICIP 2024 (Abu Dhabi, 27. Oktober 2024 - 30. Oktober 2024)
  In: Proceedings - International Conference on Image Processing, ICIP 2024
  DOI: 10.1109/ICIP51287.2024.10648167
  BibTeX: Download
• Jia P., Mao J., Koyuncu E., Koyuncu AB., Solovyev T., Karabutov A., Zhao Y., Alshina E., Kaup A.:
  Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization
  2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024 (Tokyo, 8. Dezember 2024 - 11. Dezember 2024)
  In: 2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024 2024
  DOI: 10.1109/VCIP63160.2024.10849825
  BibTeX: Download
• Jia P., Koyuncu AB., Mao J., Cui Z., Ma Y., Guo T., Solovyev T., Karabutov A., Zhao Y., Wang J., Alshina E., Kaup A.:
  Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model
  2024 Picture Coding Symposium, PCS 2024 (Taichung, TWN, 12. Juni 2024 - 14. Juni 2024)
  In: 2024 Picture Coding Symposium, PCS 2024 - Proceedings 2024
  DOI: 10.1109/PCS60826.2024.10566454
  BibTeX: Download
• Kossira K., Schön D., Seiler J., Kaup A.:
  Conditional Optimal Filter Selection for Multispectral Object Classification
  International Conference on Image Processing (ICIP) (Abu Dhabi, 27. Oktober 2024 - 30. Oktober 2024)
  DOI: 10.1109/ICIP51287.2024.10647688
  URL: https://arxiv.org/abs/2410.02001
  BibTeX: Download
• Stürzenhofäcker T., Kränzler M., Herglotz C., Kaup A.:
  Design Space Exploration at Frame-Level for Joint Decoding Energy and Quality Optimization in VVC
  European Conference on Signal Processing (EUSIPCO) (Lyon, Frankreich, 26. August 2024 - 30. August 2024)
  In: European Signal Processing Conference 2024
  Open Access: https://arxiv.org/abs/2410.00533
  BibTeX: Download
• Meyer A., Prativadibhayankaram S., Kaup A.:
  Efficient Learned Wavelet Image and Video Coding
  2024 IEEE International Conference on Image Processing (ICIP) (Abu Dhabi, 27. Oktober 2024 - 30. Oktober 2024)
  DOI: 10.1109/ICIP51287.2024.10647966
  URL: https://arxiv.org/abs/2405.12631
  BibTeX: Download
• Nguyen TD., Zieger D., Stamminger M., Kaup A.:
  END-TO-END LEARNED LOSSY DYNAMIC POINT CLOUD ATTRIBUTE COMPRESSION
  31st IEEE International Conference on Image Processing, ICIP 2024 (Abu Dhabi, ARE, 27. Oktober 2024 - 30. Oktober 2024)
  In: Proceedings - International Conference on Image Processing, ICIP 2024
  DOI: 10.1109/ICIP51287.2024.10648044
  BibTeX: Download
• Och H., Uddehal SR., Strutz T., Kaup A.:
  Enhanced Color Palette Modeling for Lossless Screen Content Compression
  2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, 14. April 2024 - 19. April 2024)
  DOI: 10.1109/ICASSP48485.2024.10446445
  URL: https://arxiv.org/abs/2312.14491
  BibTeX: Download
• Tsaregorodtsev A., Buchholz M., Belagiannis V.:
  Infrastructure-based Perception with Cameras and Radars for Cooperative Driving Scenarios
  35th IEEE Intelligent Vehicles Symposium, IV 2024 (Jeju Island, 2. Juni 2024 - 5. Juni 2024)
  In: IEEE Intelligent Vehicles Symposium, Proceedings 2024
  DOI: 10.1109/IV55156.2024.10588604
  BibTeX: Download
• Kossira K., Seiler J., Kaup A.:
  Inter-Camera Color Correction for Multispectral Imaging with Camera Arrays Using a Consensus Image
  International Workshop on Multimedia Signal Processing (MMSP) (West Lafayette, 2. Oktober 2024 - 4. Oktober 2024)
  DOI: 10.1109/MMSP61759.2024.10743810
  URL: https://arxiv.org/abs/2410.23043
  BibTeX: Download
• Prativadibhayankaram S., Richter T., Fößel S., Kaup A.:
  Latent Channel Energy in Learned Image Codecs
  Applications of Digital Image Processing XLVII 2024 (San Diego, CA, 19. August 2024 - 22. August 2024)
  In: Andrew G. Tescher, Touradj Ebrahimi (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2024
  DOI: 10.1117/12.3033220
  BibTeX: Download
• Ramasubbu G., Kaup A., Herglotz C.:
  Modeling the Energy Consumption of the HEVC Software Encoding Process using Processor Events
  In: 2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP) 2024
  BibTeX: Download
• Schmidt M., Sadeghi M., Rahimi F., Eskofier B., Buglagil A., Schmauß B., Carlowitz C.:
  Realtime Laser Beam Steering and Calibration Method for Coherent Biomedical Distance and Motion Sensing
  CLEO: Science and Innovations in CLEO 2024, CLEO: S and I 2024 - Part of Conference on Lasers and Electro-Optics (Charlotte, NC, USA, 5. Mai 2024 - 10. Mai 2024)
  In: CLEO: Science and Innovations, CLEO: S and I 2024 in Proceedings CLEO 2024, Part of Conference on Lasers and Electro-Optics 2024
  BibTeX: Download
• Eichermüller L., Chaudhari G., Katsavounidis I., Lei Z., Tmar H., Herglotz C., Kaup A.:
  SVT-AV1 Encoding Bitrate Estimation Using Motion Search Information
  32nd European Signal Processing Conference (Lyon, 26. August 2024 - 30. August 2024)
  Open Access: https://arxiv.org/abs/2407.05900
  BibTeX: Download
• Ramasubbu G., Kaup A., Herglotz C.:
  Towards Video Codec Performance Evaluation: A Rate-Energy-Distortion Perspective
  In: 2024 16th International Conference on Quality of Multimedia Experience (QoMEX) 2024
  DOI: 10.1109/QoMEX61742.2024.10598269
  BibTeX: Download
• Ulreich F., Kaup A., Ebert M.:
  Uncertainty Quantification for Adaptive Measurement Noise in Kalman Filter Based Object Tracking
  2024 Sensor Data Fusion: Trends, Solutions, Applications, SDF 2024 (Bonn, 25. November 2024 - 27. November 2024)
  In: 2024 Sensor Data Fusion: Trends, Solutions, Applications, SDF 2024 2024
  DOI: 10.1109/SDF63218.2024.10773809
  BibTeX: Download

Bücher

• Rabenstein R., Schäfer M.:
  Multidimensional Signals and Systems
  Cham: Springer, 2023
  ISBN: 9783031265136
  DOI: 10.1007/978-3-031-26514-3
  BibTeX: Download

Beiträge in Fachzeitschriften

• Günther M., Brendel A., Kellermann W.:
  Microphone utility estimation in acoustic sensor networks using single-channel signal features
  In: EURASIP Journal on Audio, Speech, and Music Processing 2023 (2023), Article No.: 29
  ISSN: 1687-4714
  DOI: 10.1186/s13636-023-00294-7
  BibTeX: Download
• Kellermann W., Martin R., Ono N.:
  Signal processing and machine learning for speech and audio in acoustic sensor networks
  In: EURASIP Journal on Audio, Speech, and Music Processing 2023 (2023), Article No.: 54
  ISSN: 1687-4714
  DOI: 10.1186/s13636-023-00322-6
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  End-to-End Deep Learning-Based Adaptation Control for Linear Acoustic Echo Cancellation
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 32 (2023), p. 1-12
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2023.3325923
  URL: https://ieeexplore.ieee.org/document/10288049
  BibTeX: Download
• Gannot S., Tan ZH., Haardt M., Chen NF., Wai HT., Tashev I., Kellermann W., Dauwels J.:
  Data Science Education: The Signal Processing Perspective
  In: IEEE Signal Processing Magazine 40 (2023), p. 89-93
  ISSN: 1053-5888
  DOI: 10.1109/MSP.2023.3294709
  URL: https://ieeexplore.ieee.org/document/10313218/
  BibTeX: Download
• Regensky A., Herglotz C., Kaup A.:
  Multi-Model Motion Prediction for 360-Degree Video Compression
  In: IEEE Access 11 (2023), p. 117004-117017
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2023.3326717
  BibTeX: Download
• Richard G., Smaragdis P., Naylor PA., Makino S., Gannot S., Kellermann W., Sugiyama A.:
  Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years
  In: IEEE Signal Processing Magazine 40 (2023), p. 12-26
  ISSN: 1053-5888
  DOI: 10.1109/MSP.2023.3276171
  URL: https://ieeexplore.ieee.org/document/10188482
  BibTeX: Download
• Herglotz C., Kränzler M., Ramasubbu G., Eichermüller L., Kaup A.:
  Energy Efficiency in Video Compression
  In: IEEE MMTC Communications - Frontiers 18 (2023), p. 8-14
  Open Access: https://site.ieee.org/comsoc-mmctc/files/2023/10/MMTC-May-2023-18_3.pdf
  BibTeX: Download
• Herglotz C., Kränzler M., Schober R., Kaup A.:
  Sweet Streams are Made of This: The System Engineer’s View on Energy Efficiency in Video Communications (Preprint)
  In: Ieee Circuits and Systems Magazine 23 (2023), p. 57-77
  ISSN: 1531-636X
  DOI: 10.1109/MCAS.2023.3234739
  BibTeX: Download
• Tsaregorodtsev A., Belagiannis V.:
  ParticleAugment: Sampling-based data augmentation
  In: Computer Vision and Image Understanding 228 (2023), Article No.: 103633
  ISSN: 1077-3142
  DOI: 10.1016/j.cviu.2023.103633
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Synthetic hyperspectral array video database with applications to cross-spectral reconstruction and hyperspectral video coding
  In: Journal of the Optical Society of America A-Optics Image Science and Vision 40 (2023), p. 479-491
  ISSN: 0740-3232
  DOI: 10.1364/JOSAA.479552
  URL: https://arxiv.org/abs/2301.07551.pdf
  BibTeX: Download
• Brendel A., Haubner T., Kellermann W.:
  A Unifying View on Blind Source Separation of Convolutive Mixtures Based on Independent Component Analysis
  In: IEEE Transactions on Signal Processing 71 (2023), p. 816-830
  ISSN: 1053-587X
  DOI: 10.1109/TSP.2023.3255552
  BibTeX: Download
• Luo X., Jin J., Huang G., Chen J., Benesty J.:
  Design of Steerable Linear Differential Microphone Arrays With Omnidirectional and Bidirectional Sensors
  In: IEEE Signal Processing Letters (2023), p. 1-5
  ISSN: 1070-9908
  DOI: 10.1109/LSP.2023.3267969
  BibTeX: Download
• Herglotz C., Kränzler M., Chu X., Francois E., He Y., Kaup A.:
  Extended Signaling Methods for Reduced Video Decoder Power Consumption Using Green Metadata
  In: IEEE Transactions on Circuits and Systems II: Express Briefs (2023)
  ISSN: 1057-7130
  URL: http://arxiv.org/abs/2310.17346
  BibTeX: Download
• Meyer A., Brand F., Kaup A.:
  Learned Wavelet Video Coding using Motion Compensated Temporal Filtering
  In: IEEE Access (2023)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2023.3323873
  URL: https://arxiv.org/abs/2305.16211
  BibTeX: Download
• Nguyen TD., Kaup A.:
  Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model
  In: IEEE Transactions on Circuits and Systems For Video Technology (2023), p. 1-1
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2023.3239321
  BibTeX: Download
• Zhao M., Zhang X., Kaup A.:
  Multitask Learning for SAR Ship Detection with Gaussian-Mask Joint Segmentation
  In: IEEE Transactions on Geoscience and Remote Sensing 61 (2023), Article No.: 5214516
  ISSN: 0196-2892
  DOI: 10.1109/TGRS.2023.3304847
  BibTeX: Download

Beiträge in Sammelwerken

• Combemale B., Mussbacher G., Betz S., Friday A., Hadar I., Sallou J., Groher I., Muccini H., Le Meur O., Herglotz C., Eriksson E., Penzenstadler B., Peters AK., Venters C.:
  Towards Sustainable and Energy-aware Video Communications (SEViC)
  In: CEUR Workshop Proceedings (CEUR-WS.org) (ed.): Joint Proceedings of ICT4S 2023 Doctoral Symposium, Demonstrations & Posters Track and Workshops., 2023 (Co-located with ICT4S 2023, France, June 05-09)
  URL: https://ceur-ws.org/
  BibTeX: Download

Beiträge bei Tagungen

• Liu Y., Ding C., Tian Y., Pang G., Belagiannis V., Reid I., Carneiro G.:
  Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
  2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023 (Paris, 2. Oktober 2023 - 6. Oktober 2023)
  In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) 2023
  DOI: 10.1109/ICCV51070.2023.00112
  BibTeX: Download
• Wiederer J., Schmidt J., Kressel U., Dietmayer K., Belagiannis V.:
  Joint Out-of-Distribution Detection and Uncertainty Estimation for Trajectory Prediction
  2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023 (Detroit, MI, 1. Oktober 2023 - 5. Oktober 2023)
  In: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2023
  DOI: 10.1109/IROS55552.2023.10341616
  BibTeX: Download
• Regensky A., Heimann V., Zhang R., Kaup A.:
  Improving Spherical Image Resampling through Viewport-Adaptivity
  IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. Oktober 2023 - 11. Oktober 2023)
  DOI: 10.1109/ICIP49359.2023.10222645
  URL: https://arxiv.org/abs/2306.13692
  BibTeX: Download
• Regensky A., Herglotz C., Kaup A.:
  Motion Plane Adaptive Motion Modeling for Spherical Video Coding in H.266/VVC
  IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. Oktober 2023 - 11. Oktober 2023)
  DOI: 10.1109/ICIP49359.2023.10222661
  URL: https://arxiv.org/abs/2306.13694
  BibTeX: Download
• Brand F., Kopte A., Fischer K., Kaup A.:
  Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces
  2023 IEEE International Conference on Image Processing (Kuala Lumpur, 8. Oktober 2023 - 11. Oktober 2023)
  In: 2023 IEEE International Conference on Image Processing (ICIP) 2023
  DOI: 10.1109/ICIP49359.2023.10222756
  BibTeX: Download
• Briegleb A., Haubner T., Belagiannis V., Kellermann W.:
  Localizing Spatial Information in Neural Spatiospectral Filters
  2023 31st European Signal Processing Conference (EUSIPCO) (Helsinki, Finland, 4. September 2023 - 8. September 2023)
  DOI: 10.23919/EUSIPCO58844.2023.10289820
  URL: https://ieeexplore.ieee.org/document/10289820
  BibTeX: Download
• Herglotz C., Brand F., Regensky A., Rievel F., Kaup A.:
  Processing Energy Modeling for Neural Network Based Image Compression
  accepted for IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. Oktober 2023 - 11. Oktober 2023)
  URL: https://arxiv.org/abs/2306.16755
  BibTeX: Download
• Kränzler M., Kaup A., Herglotz C.:
  Estimating Software and Hardware Video Decoder Energy Using Software Decoder Profiling
  2023 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI) (Rio de Janeiro, Brazil, 28. August 2023 - 1. September 2023)
  DOI: 10.1109/SBCCI60457.2023.10261662
  BibTeX: Download
• Brand F., Herglotz C., Kaup A.:
  On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison
  2023 15th International Conference on Quality of Multimedia Experience (Ghent, 20. Juni 2023 - 22. Juni 2023)
  In: 2023 15th International Conference on Quality of Multimedia Experience (QoMEX) 2023
  DOI: 10.1109/QoMEX58391.2023.10178656
  BibTeX: Download
• Trammer M., Genser N., Seiler J.:
  RGB-Guided Resolution Enhancement of IR Images
  International Conference on Systems, Signals and Image Processing (IWSSIP) (Ohrid, 27. Juni 2023 - 29. Juni 2023)
  DOI: 10.1109/iwssip58668.2023.10180299
  URL: https://arxiv.org/abs/2309.05996
  BibTeX: Download
• Herglotz C., Kränzler M., Ludwig R., Kaup A.:
  Video Decoding Energy Reduction Using Temporal-Domain Filtering
  First International Workshop on Green Multimedia Systems (GMSys '23) on the ACM Multimedia Systems (MMSys) (Vancouver, 7. Juni 2023 - 10. Juni 2023)
  DOI: 10.1145/3593908.3593948
  URL: https://arxiv.org/abs/2306.06917
  BibTeX: Download
• Kreuzer M., Kellermann W.:
  1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization Techniques for the ICPHM 2023 Data Challenge
  IEEE Conference on Prognostics and Health Management (Montreal, CA, 5. Juni 2023 - 7. Juni 2023)
  In: 2023 IEEE International Conference on Prognostics and Health Management (ICPHM) 2023
  DOI: 10.1109/ICPHM57936.2023.10194183
  URL: https://arxiv.org/abs/2304.07305
  BibTeX: Download
• Kreuzer M., Schmidt D., Wokusch S., Kellermann W.:
  Airborne-Sound Analysis for the Detection of Bearing Faults in Railway Vehicles with Real-World Data
  IEEE Conference on Prognostics and Health Management (ICPHM) (Montreal, 5. Juni 2023 - 7. Juni 2023)
  In: 2023 IEEE International Conference on Prognostics and Health Management (ICPHM) 2023
  DOI: 10.1109/ICPHM57936.2023.10194026
  URL: https://arxiv.org/abs/2304.07307
  BibTeX: Download
• Rachman A., Seiler J., Kaup A.:
  End-to-End Lidar-Camera Self-Calibration for Autonomous Vehicles
  IEEE Intelligent Vehicles Symposium (Anchorage, 4. Juni 2023 - 7. Juni 2023)
  BibTeX: Download
• Briegleb A., Halimeh MM., Kellermann W.:
  Exploiting spatial information with the informed complex-valued spatial autoencoder for target speaker extraction
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes, Greece, 4. Juni 2023 - 10. Juni 2023)
  DOI: 10.1109/ICASSP49357.2023.10095196
  URL: https://ieeexplore.ieee.org/document/10095196
  BibTeX: Download
• Grosche S., Regensky A., Seiler J., Kaup A.:
  Image Super-Resolution Using T-Tetromino Pixels
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  BibTeX: Download
• Herglotz C., Robitza W., Raake A., Hoßfeld T., Kaup A.:
  Power Reduction Opportunities on End-User Devices in Quality-Steady Video Streaming
  15th International Conference on Quality of Multimedia Experience (Gent, 20. Juni 2023 - 22. Juni 2023)
  DOI: 10.1109/qomex58391.2023.10178450
  BibTeX: Download
• Herglotz C., Robitza W., Raake A., Hoßfeld T., Kaup A.:
  Power Reduction Opportunities on End-User Devices in Quality-Steady Video Streaming
  15th International Conference on Quality of Multimedia Experience (QoMEX) (Gent, 20. Juni 2023 - 22. Juni 2023)
  DOI: 10.48550/arXiv.2305.15117
  URL: https://arxiv.org/abs/2305.15117
  BibTeX: Download
• Uddehal SR., Strutz T., Och H., Kaup A.:
  Image Segmentation for Improved Lossless Screen Content Compression
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (Rhode Islands, Greece, 4. Juni 2023 - 10. Juni 2023)
  DOI: 10.1109/ICASSP49357.2023.10094983
  URL: https://ieeexplore.ieee.org/document/10094983
  BibTeX: Download
• Fischer K., Brand F., Blum C., Kaup A.:
  Saliency-Driven Hierarchical Learned Image Coding for Machines
  48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. Juni 2023 - 10. Juni 2023)
  In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023
  DOI: 10.1109/ICASSP49357.2023.10096674
  BibTeX: Download
• Kreuzer M., Kellermann W.:
  1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization for the ICPHM 2023 Data Challenge
  2023 IEEE International Conference on Prognostics and Health Management, ICPHM 2023 (Montreal, QC, CAN, 5. Juni 2023 - 7. Juni 2023)
  In: 2023 IEEE International Conference on Prognostics and Health Management, ICPHM 2023 2023
  DOI: 10.1109/ICPHM57936.2023.10194183
  BibTeX: Download
• Meyer A., Kaup A.:
  A novel Cross-Component Context Model for End-to-End Wavelet Image Coding
  ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island, Greece, 4. Juni 2023 - 10. Juni 2023)
  DOI: 10.1109/ICASSP49357.2023.10096867
  URL: https://arxiv.org/abs/2303.05121
  BibTeX: Download
• Tsaregorodtsev A., Buchholz M., Belagiannis V.:
  Automated Automotive Radar Calibration With Intelligent Vehicles
  31st European Signal Processing Conference, EUSIPCO 2023 (Helsinki, FIN, 4. September 2023 - 8. September 2023)
  In: European Signal Processing Conference 2023
  DOI: 10.23919/EUSIPCO58844.2023.10289982
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Cross Spectral Image Reconstruction Using a Deep Guided Neural Network
  2023 IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. Oktober 2023 - 11. Oktober 2023)
  DOI: 10.1109/ICIP49359.2023.10222159
  URL: https://arxiv.org/pdf/2306.15237.pdf
  BibTeX: Download
• Holzbock A., Hegde A., Dietmayer K., Belagiannis V.:
  DATA-FREE BACKBONE FINE-TUNING FOR PRUNED NEURAL NETWORKS
  31st European Signal Processing Conference, EUSIPCO 2023 (Helsinki, FIN, 4. September 2023 - 8. September 2023)
  In: European Signal Processing Conference 2023
  DOI: 10.23919/EUSIPCO58844.2023.10290102
  BibTeX: Download
• Nguyen TD., Nambiar KG., Kaup A.:
  DEEP PROBABILISTIC MODEL FOR LOSSLESS SCALABLE POINT CLOUD ATTRIBUTE COMPRESSION
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Rodos Palace Luxury Convention Resort, Rhodes Island, Greece, 4. Juni 2023 - 10. April 2023)
  In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023 2023
  DOI: 10.1109/icassp49357.2023.10095385
  URL: https://arxiv.org/abs/2303.06517
  BibTeX: Download
• Schäfer M., Prawda K., Rabenstein R., Schlecht SJ.:
  Distribution of Modal Damping in Absorptive Shoebox Rooms
  2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023 (New Paltz, NY, 22. Oktober 2023 - 25. Oktober 2023)
  In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics 2023
  DOI: 10.1109/WASPAA58266.2023.10248145
  BibTeX: Download
• Eichermüller L., Chaudhari G., Katsavounidis I., Lei Z., Tmar H., Kaup A., Herglotz C.:
  Encoder Complexity Control in SVT-AV1 by Speed-Adaptive Preset Switching
  IEEE International Conference on Image Processing (ICIP) (Kuala Lumpur, 8. Oktober 2023 - 11. Oktober 2023)
  Open Access: https://arxiv.org/abs/2307.05208
  BibTeX: Download
• Bergmann S., Moussa D., Brand F., Kaup A., Rieß C.:
  Frequency-Domain Analysis of Traces for the Detection of AI-based Compression
  International Workshop on Biometrics and Forensics 2023 (Barcelona, 19. April 2023 - 20. April 2023)
  In: IEEE (ed.): 2023 International Workshop on Biometrics and Forensics (IWBF) 2023
  DOI: 10.1109/iwbf57495.2023.10157489
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2023-Bergmann-IWBF.pdf
  BibTeX: Download
• Yang Y., Wang X., Brendel A., Zhang W., Kellermann W., Chen J.:
  GEOMETRICALLY CONSTRAINED SOURCE EXTRACTION AND DEREVERBERATION BASED ON JOINT OPTIMIZATION
  31st European Signal Processing Conference, EUSIPCO 2023 (Helsinki, FIN, 4. September 2023 - 8. September 2023)
  In: European Signal Processing Conference 2023
  DOI: 10.23919/EUSIPCO58844.2023.10289750
  BibTeX: Download
• Dawoud Y., Bouazizi A., Ernst K., Carneiro G., Belagiannis V.:
  Knowing What to Label for Few Shot Microscopy Image Cell Segmentation
  23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023 (Waikoloa, HI, USA, 3. Januar 2023 - 7. Januar 2023)
  In: Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023 2023
  DOI: 10.1109/WACV56688.2023.00356
  BibTeX: Download
• Ulreich F., Moser E., Olbrich F., Ebert M., Bierl R., Kaup A.:
  Luminance Simulation in CARLA under Cloud Coverage - Model Validation and Implications
  3rd IEEE International Workshop on Metrology for Automotive, MetroAutomotive 2023 (Modena, ITA, 28. Juni 2023 - 30. Juni 2023)
  In: 2023 IEEE International Workshop on Metrology for Automotive, MetroAutomotive 2023 - Proceedings 2023
  DOI: 10.1109/MetroAutomotive57488.2023.10219098
  BibTeX: Download
• Hornauer J., Holzbock A., Belagiannis V.:
  Out-of-Distribution Detection for Monocular Depth Estimation
  2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023 (Paris, 2. Oktober 2023 - 6. Oktober 2023)
  In: Proceedings of the IEEE International Conference on Computer Vision 2023
  DOI: 10.1109/ICCV51070.2023.00183
  BibTeX: Download
• Holzbock A., Tsaregorodtsev A., Belagiannis V.:
  Pedestrian Environment Model for Automated Driving
  26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023 (Bilbao, 24. September 2023 - 28. September 2023)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2023
  DOI: 10.1109/ITSC57777.2023.10422032
  BibTeX: Download
• Schmidt J., Huissel P., Wiederer J., Jordan J., Belagiannis V., Dietmayer K.:
  RESET: Revisiting Trajectory Sets for Conditional Behavior Prediction
  34th IEEE Intelligent Vehicles Symposium, IV 2023 (Anchorage, AK, USA, 4. Juni 2023 - 7. Juni 2023)
  In: IEEE Intelligent Vehicles Symposium, Proceedings 2023
  DOI: 10.1109/IV55152.2023.10186587
  BibTeX: Download
• Dawoud Y., Carneiro G., Belagiannis V.:
  SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation
  2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 (Paris, FRA, 2. Oktober 2023 - 6. Oktober 2023)
  In: Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 2023
  DOI: 10.1109/ICCVW60793.2023.00104
  BibTeX: Download
• Wang X., Brendel A., Huang G., Yang Y., Kellermann W., Chen J.:
  Spatially Informed Independent vector analysis for Source Extraction based on the convolutive Transfer Function Model
  48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. Juni 2023 - 10. Juni 2023)
  In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023
  DOI: 10.1109/ICASSP49357.2023.10097106
  BibTeX: Download
• Zeitler J., Deniffel S., Krause M., Müller M.:
  Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned Targets
  24th International Society for Music Information Retrieval (ISMIR) Conference (Milan, Italy, 5. November 2023 - 9. November 2023)
  In: Proceedings of the 24th International Society for Music Information Retrieval Conference 2023
  BibTeX: Download
• Huang G., Benesty J., Cohen I., Winebrand E., Chen J., Kellermann W.:
  Switching Kronecker Product Linear Filtering for Multispeaker Adaptive Speech Dereverberation
  48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. Juni 2023 - 10. Juni 2023)
  In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023
  DOI: 10.1109/ICASSP49357.2023.10097198
  BibTeX: Download
• Bauer P., Bouazizi A., Kressel U., Flohr FB.:
  Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving
  34th IEEE Intelligent Vehicles Symposium, IV 2023 (Anchorage, AK, USA, 4. Juni 2023 - 7. Juni 2023)
  In: IEEE Intelligent Vehicles Symposium, Proceedings 2023
  DOI: 10.1109/IV55152.2023.10186575
  BibTeX: Download
• Das S., Bose S., Mitra S., Sen A.:
  Recent Trends in Early Detection of Ocular Disorders Using Image Processing, Signal Processing, Quantum Models and Related Approaches
  7th International Conference on Electronics, Materials Engineering and Nano-Technology, IEMENTech 2023 (Kolkata, 18. Dezember 2023 - 20. Dezember 2023)
  In: G. S. Taki, Ratna Chakrabarty, Mili Sarkar, Soumik Kumar Kundu, Samit Karmakar (ed.): 2023 7th International Conference on Electronics, Materials Engineering and Nano-Technology, IEMENTech 2023 2023
  DOI: 10.1109/IEMENTech60402.2023.10423559
  BibTeX: Download

Beiträge in Fachzeitschriften

• Kränzler M., Herglotz C., Kaup A.:
  Energy Efficient Video Decoding for VVC Using a Greedy Strategy Based Design Space Exploration
  In: IEEE Transactions on Circuits and Systems For Video Technology 32 (2022), p. 4696-4709
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2021.3130739
  URL: https://arxiv.org/abs/2111.12194
  BibTeX: Download
• Herglotz C., Genser N., Kaup A.:
  Rate-Distortion Optimal Transform Coefficient Selection for Unoccupied Regions in Video-Based Point Cloud Compression
  In: IEEE Transactions on Circuits and Systems For Video Technology (2022), p. 1-1
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2022.3185026
  URL: https://arxiv.org/abs/2206.12186
  BibTeX: Download
• Grosche S., Regensky A., Sinn A., Seiler J., Kaup A.:
  Fast Reconstruction of Three-Quarter Sampling Measurements Using Recurrent Local Joint Sparse Deconvolution and Extrapolation
  In: IEEE Transactions on Circuits and Systems II: Express Briefs 69 (2022), p. 2398-2402
  ISSN: 1057-7130
  DOI: 10.1109/TCSII.2022.3160012
  BibTeX: Download
• Nambiar KG., Morgenshtern V., Hochreuther P., Seehaus T., Braun M.:
  A Self-Trained Model for Cloud, Shadow and Snow Detection in Sentinel-2 Images of Snow- and Ice-Covered Regions
  In: Remote Sensing 14 (2022), p. 1825
  ISSN: 2072-4292
  DOI: 10.3390/rs14081825
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  Online Acoustic System Identification Exploiting Kalman Filtering and an Adaptive Impulse Response Subspace Model
  In: Journal of Signal Processing Systems (2022)
  ISSN: 1939-8018
  DOI: 10.1007/s11265-021-01711-w
  URL: https://link.springer.com/article/10.1007/s11265-021-01711-w
  BibTeX: Download
• Fischer K., Brand F., Kaup A.:
  Boosting Neural Image Compression for Machines Using Latent Space Masking
  In: IEEE Transactions on Circuits and Systems For Video Technology (2022)
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2022.3195322
  URL: https://arxiv.org/abs/2112.08168
  BibTeX: Download
• Schäfer M., Salinas Y., Enzenhofer F., Bruggemann O., Martinez-Manez R., Rabenstein R., Schober R., Haselmayr W., Ruderer A.:
  Channel Responses for the Molecule Release from Spherical Homogeneous Matrix Carriers
  In: IEEE Transactions on Molecular, Biological and Multi-Scale Communications (2022), p. 1-1
  ISSN: 2372-2061
  DOI: 10.1109/TMBMC.2022.3182571
  BibTeX: Download
• Huang G., Benesty J., Chen J.:
  Fundamental Approaches to Robust Differential Beamforming With High Directivity Factors
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing (2022), p. 1-15
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2022.3209935
  BibTeX: Download
• Jin J., Benesty J., Huang G., Chen J.:
  On Differential Beamforming with Nonuniform Linear Microphone Arrays
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 30 (2022), p. 1840-1852
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2022.3178229
  BibTeX: Download
• Bhattacharjee P., Burger M., Boerner A., Morgenshtern V.:
  Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems
  In: IEEE Transactions on Computational Imaging (2022)
  ISSN: 2333-9403
  DOI: 10.1109/TCI.2022.3163552
  BibTeX: Download

Beiträge bei Tagungen

• Ramasubbu G., Kaup A., Herglotz C.:
  A Bit Stream Feature-Based Energy Estimator for HEVC Software Encoding
  Picture Coding Symposium (PCS 2022) (San Jose, California, 7. Dezember 2022 - 9. Dezember 2022)
  DOI: 10.1109/PCS56426.2022.10018048
  URL: https://arxiv.org/abs/2212.05609
  BibTeX: Download
• Kränzler M., Herglotz C., Kaup A.:
  Advanced Design Space Exploration for Joint Energy and Quality Optimization for VVC
  Picture Coding Symposium (PCS) (San Jose, California, 7. Dezember 2022 - 9. Dezember 2022)
  DOI: 10.1109/PCS56426.2022.10018037
  URL: https://arxiv.org/abs/2209.10211
  BibTeX: Download
• Maier A., Moussa D., Spruck A., Seiler J., Rieß C.:
  Reliability Scoring for the Recognition of Degraded License Plates
  2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (Madrid, 29. November 2022 - 2. Dezember 2022)
  DOI: 10.1109/AVSS56176.2022.9959390
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Maier-AVSS.pdf
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach
  2022 IEEE International Conference on Image Processing (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  In: 2022 IEEE International Conference on Image Processing (ICIP) 2022
  DOI: 10.1109/ICIP46576.2022.9897294
  BibTeX: Download
• Herglotz C., Kränzler M., Mons R., Kaup A.:
  Beyond Bjontegaard: Limits of Video Compression Performance Comparisons
  IEEE International Conference on Image Processing (Bordeaux, 17. Oktober 2022 - 19. Oktober 2022)
  DOI: 10.1109/ICIP46576.2022.9897912
  BibTeX: Download
• Gruber M., Brand F., Mosebach A., Seiler J., Kaup A.:
  Domain Adaptation for Unknown Image Distortions in Instance Segmentation
  IEEE International Conference on Image Processing (ICIP) (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  DOI: 10.1109/ICIP46576.2022.9897339
  URL: https://arxiv.org/abs/2210.02386
  BibTeX: Download
• Fischer K., Brand F., Herglotz C., Kaup A.:
  Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding
  IEEE International Conference on Image Processing (ICIP) (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  DOI: 10.1109/ICIP46576.2022.9897987
  URL: https://arxiv.org/abs/2301.08533
  BibTeX: Download
• Kränzler M., Wieckowski A., Ramasubbu G., Bross B., Kaup A., Marpe D., Herglotz C.:
  Optimized Decoding-Energy-Aware Encoding In Practical VVC Implementations
  29th IEEE International Conference on Image Processing (IEEE ICIP) (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  DOI: 10.1109/ICIP46576.2022.9897896
  URL: https://arxiv.org/abs/2206.13483
  BibTeX: Download
• Jaiswal N., Bucher T., Seiler J., Beckschäfer P., Bhattacharjee P.:
  Deep learning based windthrow detection for winter storms
  Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIV Konferenz (Berlin, 5. September 2022 - 7. September 2022)
  BibTeX: Download
• Haubner T., Koldovsky Z., Kellermann W.:
  Joint Acoustic Echo Cancellation and Blind Source Extraction based on Independent Vector Extraction
  International Workshop on Acoustic Signal Enhancement (IWAENC) (Bamberg, 5. September 2022 - 8. September 2022)
  DOI: 10.1109/IWAENC53105.2022.9914763
  BibTeX: Download
• Herglotz C., Robitza W., Kränzler M., Kaup A., Raake A.:
  Modeling of Energy Consumption and Streaming Video QoE using a Crowdsourcing Dataset
  The 14th International Conference on Quality of Multimedia Experience (QoMEX) (Lippstadt, 5. September 2022 - 7. September 2022)
  DOI: 10.1109/QoMEX55416.2022.9900886
  BibTeX: Download
• Parker J., Schlecht SJ., Rabenstein R., Schäfer M.:
  Physical Modeling using Recurrent Neural Networks with Fast Convolutional Layers
  25th International Conference on Digital Audio Effects (DaFX22) (Wien, 5. September 2022 - 10. September 2022)
  Open Access: https://dafx2020.mdw.ac.at/proceedings/papers/DAFx20in22_paper_38.pdf
  URL: https://dafx2020.mdw.ac.at/proceedings/papers/DAFx20in22_paper_38.pdf
  BibTeX: Download
• Heimann V., Spruck A., Kaup A.:
  Resampling and Reconstructing Corrupted Images for Image Classification
  IEEE International Workshop on Multimedia Signal Processing (Shanghai (virtually), 26. September 2022 - 28. September 2022)
  URL: https://arxiv.org/abs/2210.15444
  BibTeX: Download
• Briegleb A., Kellermann W.:
  Statistical Analysis of Randomness in Training of Small-Scale Neural Networks for Speech Enhancement
  2022 International Workshop on Acoustic Signal Enhancement (IWAENC) (Bamberg, 5. September 2022 - 8. September 2022)
  DOI: 10.1109/IWAENC53105.2022.9914739
  URL: https://ieeexplore.ieee.org/document/9914739
  BibTeX: Download
• Haubner T., Kellermann W.:
  Deep Learning-Based Joint Control of Acoustic Echo Cancellation, Beamforming and Postfiltering
  European Signal Processing Conference (EUSIPCO) (Belgrade, 29. August 2022 - 2. September 2022)
  DOI: 10.23919/eusipco55093.2022.9909692
  BibTeX: Download
• Brand F., Fischer K., Kopte A., Windsheimer M., Kaup A.:
  RDONet: Rate-Distortion Optimized Learned Image Compression With Variable Depth
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (New Orleans, 19. Juni 2022 - 23. Juni 2022)
  DOI: 10.1109/CVPRW56347.2022.00186
  URL: https://ieeexplore.ieee.org/document/9857403
  BibTeX: Download
• Madhu P., Meyer A., Zinnen M., Mührenberg L., Suckow D., Bendschus T., Reinhardt C., Bell P., Verstegen U., Kosti RV., Maier A., Christlein V.:
  One-Shot Object Detection in Heterogeneous Artwork Datasets
  2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, Austria, 19. April 2022 - 22. April 2022)
  DOI: 10.1109/IPTA54936.2022.9784141
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  End-To-End Deep Learning-Based Adaptation Control for Frequency-Domain Adaptive System Identification
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapur, 7. Mai 2022 - 27. Mai 2022)
  DOI: 10.1109/ICASSP43922.2022.9747334
  BibTeX: Download
• Fischer K., Hofbauer M., Kuhn C., Steinbach E., Kaup A.:
  Evaluation of Video Coding for Machines Without Ground Truth
  2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapore, 22. Mai 2022 - 27. Mai 2022)
  DOI: 10.1109/ICASSP43922.2022.9747633
  URL: https://arxiv.org/abs/2205.06519
  BibTeX: Download
• Brendel A., Zeitler J., Kellermann W.:
  Manifold learning-supported estimation of relative transfer functions for spatial filtering
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapur, 7. Mai 2022 - 27. Mai 2022)
  In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
  DOI: 10.1109/icassp43922.2022.9746045
  BibTeX: Download
• Yang W., Huang G., Brendel A., Chen J., Benesty J., Kellermann W., Cohen I.:
  A bilinear framework for adaptive speech dereverberation combining beamforming and linear prediction
  International Workshop in Acoustic Signal Enhancement (IWAENC) (Bamberg, 5. September 2022 - 8. September 2022)
  BibTeX: Download
• Huang G., Benesty J., Chen J., Paleologu C., Ciochina S., Kellermann W., Cohen I.:
  Acoustic System Identification with Partially Time-Varying Models Based on Tensor Decompositions
  17th International Workshop on Acoustic Signal Enhancement, IWAENC 2022 (Bamberg, DEU, 5. September 2022 - 8. September 2022)
  In: International Workshop on Acoustic Signal Enhancement, IWAENC 2022 - Proceedings 2022
  DOI: 10.1109/IWAENC53105.2022.9914787
  BibTeX: Download
• Brand F., Herglotz C., Kaup A.:
  A Low-Parametric Model for Bit-Rate Estimation of VVC Residual Coding
  47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 (Online, 23. Mai 2022 - 27. Mai 2022)
  In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2022
  DOI: 10.1109/ICASSP43922.2022.9747694
  BibTeX: Download
• Wang X., Benesty J., Huang G., Chen J.:
  A MINIMUM VARIANCE DISTORTIONLESS RESPONSE SPECTRAL ESTIMATOR WITH KRONECKER PRODUCT FILTERS
  30th European Signal Processing Conference, EUSIPCO 2022 (Belgrade, SRB, 29. August 2022 - 2. September 2022)
  In: European Signal Processing Conference 2022
  BibTeX: Download
• Rachman A., Seiler J., Kaup A.:
  CAMERA SELF-CALIBRATION: DEEP LEARNING FROM DRIVING SCENES
  29th IEEE International Conference on Image Processing, ICIP 2022 (Bordeaux, FRA, 16. Oktober 2022 - 19. Oktober 2022)
  In: Proceedings - International Conference on Image Processing, ICIP 2022
  DOI: 10.1109/ICIP46576.2022.9897594
  BibTeX: Download
• Halimeh MM., Kellermann W.:
  COMPLEX-VALUED SPATIAL AUTOENCODERS FOR MULTICHANNEL SPEECH ENHANCEMENT
  47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapore)
  In: 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), NEW YORK: 2022
  DOI: 10.1109/ICASSP43922.2022.9747528
  BibTeX: Download
• Koyuncu E., Solovyev T., Alshina E., Kaup A.:
  Device Interoperability for Learned Image Compression with Weights and Activations Quantization
  Picture Coding Symposium (PCS) (San Jose, CA)
  In: 2022 PICTURE CODING SYMPOSIUM (PCS), NEW YORK: 2022
  DOI: 10.1109/PCS56426.2022.10018040
  BibTeX: Download
• Moussa D., Maier A., Spruck A., Seiler J., Rieß C.:
  Forensic License Plate Recognition with Compression-Informed Transformers
  IEEE International Conference on Image Processing (Bordeaux, France, 16. Oktober 2022 - 19. Oktober 2022)
  In: IEEE (ed.): 2022 IEEE International Conference on Image Processing (ICIP) 2022
  DOI: 10.1109/ICIP46576.2022.9897178
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Moussa-FLPR.pdf
  BibTeX: Download
• Halimeh MM., Kellermann W.:
  Frequency-Domain Mimo Acoustic Echo Cancellation Based on A Kronecker Product Approximation
  17th International Workshop on Acoustic Signal Enhancement, IWAENC 2022 (Bamberg, 5. September 2022 - 8. September 2022)
  In: International Workshop on Acoustic Signal Enhancement, IWAENC 2022 - Proceedings 2022
  DOI: 10.1109/IWAENC53105.2022.9914685
  BibTeX: Download
• Heimann V., Spruck A., Kaup A.:
  Frequency-Selective Geometry Upsampling of Point Clouds
  IEEE International Conference on Image Processing (ICIP) 2022 (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  DOI: 10.1109/ICIP46576.2022.9897920
  URL: https://arxiv.org/abs/2205.01458
  BibTeX: Download
• Spruck A., Heimann V., Kaup A.:
  Increasing the Accuracy of a Neural Network Using Frequency Selective Mesh-to-Grid Resampling
  IEEE International Symposium on Circuits and Systems (ISCAS) (, 28. Mai 2022 - 1. Juni 2022)
  DOI: 10.1109/iscas48785.2022.9937735
  URL: https://arxiv.org/abs/2209.14431
  BibTeX: Download
• Heimann V., Spruck A., Kaup A.:
  Jointly Resampling and Reconstructing Corrupted Images for Image Classification using Frequency-Selective Mesh-to-Grid Resampling
  IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)
  In: 2022 IEEE 24TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), NEW YORK: 2022
  DOI: 10.1109/MMSP55362.2022.9949143
  BibTeX: Download
• Jia P., Koyuncu AB., Gaikov G., Karabutov A., Alshina E., Kaup A.:
  LEARNING-BASED CONDITIONAL IMAGE CODER USING COLOR SEPARATION
  Picture Coding Symposium (PCS) (San Jose, CA)
  In: 2022 PICTURE CODING SYMPOSIUM (PCS), NEW YORK: 2022
  DOI: 10.1109/PCS56426.2022.10018070
  BibTeX: Download
• Nguyen TD., Kaup A.:
  Learning-based Lossless Point Cloud Geometry Coding using Sparse Tensors
  IEEE International Conference on Image Processing (ICIP) (Bordeaux, France, 16. Oktober 2022 - 19. Oktober 2022)
  In: IEEE International Conference on Image Processing ICIP 2022 2022
  DOI: 10.1109/icip46576.2022.9897827
  URL: https://arxiv.org/abs/2204.05043
  BibTeX: Download
• Brand F., Fischer K., Kopte A., Kaup A.:
  Learning True Rate-Distortion-Optimization for End-To-End Image Compression
  Data Compression Conference (DCC) (Snowbird, UT)
  In: DCC 2022: 2022 DATA COMPRESSION CONFERENCE (DCC), NEW YORK: 2022
  DOI: 10.1109/DCC52660.2022.00054
  URL: https://arxiv.org/abs/2201.01586
  BibTeX: Download
• Ramasubbu G., Kaup A., Herglotz C.:
  Modeling the HEVC Encoding Energy Using the Encoder Processing Time
  IEEE International Conference on Image Processing (ICIP) 2022 (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  DOI: 10.1109/ICIP46576.2022.9897306
  URL: http://arxiv.org/abs/2207.02676
  BibTeX: Download
• Ülger O., Wiederer J., Ghafoorian M., Belagiannis V., Mettes P.:
  Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs
  33rd British Machine Vision Conference Proceedings, BMVC 2022 (London, GBR, 21. November 2022 - 24. November 2022)
  In: BMVC 2022 - 33rd British Machine Vision Conference Proceedings 2022
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory
  Picture Coding Symposium (PCS) (San Jose, CA)
  In: 2022 PICTURE CODING SYMPOSIUM (PCS), NEW YORK: 2022
  DOI: 10.1109/PCS56426.2022.10018080
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Optimal Filter Selection for Multispectral Object Classification Using Fast Binary Search
  24th International Workshop on Multimedia Signal Processing (Shanghai, 26. September 2022 - 28. September 2022)
  DOI: 10.1109/MMSP55362.2022.9949059
  URL: https://arxiv.org/pdf/2209.07894.pdf
  BibTeX: Download
• Weber M., Halimeh MM., Kellermann W., Popp B.:
  Predicting Request Success with Objective Features in German Multimodal Speech Assistants
  3rd International Conference on Artificial Intelligence in HCI, AI-HCI 2022 Held as Part of the 24th HCI International Conference, HCII 2022 (Virtual, Online, 26. Juni 2022 - 1. Juli 2022)
  In: Helmut Degen, Stavroula Ntoa (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-05643-7_39
  BibTeX: Download
• Brand F., Fischer K., Kopte A., Windsheimer M., Kaup A.:
  RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth
  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (New Orleans, LA, USA, 19. Juni 2022 - 20. Juni 2022)
  In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022
  DOI: 10.1109/CVPRW56347.2022.00186
  BibTeX: Download

Abschlussarbeiten

• Brendel A.:
  From Blind to Semi-Blind Acoustic Source Separation based on Independent Component Analysis (Dissertation, 2022)
  BibTeX: Download

Beiträge in Fachzeitschriften

• Körner G., Hoffmann M., Stief P., Zhang M., Rückert R., Herglotz C., Kaup A., Vossiek M.:
  Applicability and Performance of Standard Compression Methods for Efficient Data Transmission and Storage in Radar Networks
  In: IEEE Journal of Microwaves 2 (2021), p. 78-96
  ISSN: 2692-8388
  DOI: 10.1109/JMW.2021.3119781
  BibTeX: Download
• Herglotz C., Grosche S., Bharadwaj A., Kaup A.:
  Component-Wise Power Estimation of Electrical Devices Using Thermal Imaging
  In: IEEE Transactions on Consumer Electronics 67 (2021), p. 383-392
  ISSN: 0098-3063
  DOI: 10.1109/TCE.2021.3122076
  URL: http://arxiv.org/abs/2307.08354
  BibTeX: Download
• Chen Z., Herglotz C., Cagnazzo M.:
  Editorial to the Special Section on Optimized Image/Video Coding Based on Deep Learning
  In: IEEE Open Journal of Circuits and Systems 2 (2021), p. 611 - 612
  ISSN: 2644-1225
  DOI: 10.1109/OJCAS.2021.3124408
  BibTeX: Download
• Nguyen D., Quach M., Valenzise G., Duhamel P.:
  Lossless Coding of Point Cloud Geometry using a Deep Generative Model
  In: IEEE Transactions on Circuits and Systems For Video Technology 31 (2021), p. 4617-4629
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2021.3100279
  URL: https://ieeexplore.ieee.org/abstract/document/9496667
  BibTeX: Download
• Schäfer M., Wicke W., Brand L., Rabenstein R., Schober R.:
  Transfer Function Models for Cylindrical MC Channels with Diffusion and Laminar Flow
  In: IEEE Transactions on Molecular, Biological and Multi-Scale Communications (2021), p. 1-1
  ISSN: 2372-2061
  DOI: 10.1109/TMBMC.2021.3061030
  BibTeX: Download
• Morgenshtern V.:
  Super-Resolution of Positive Sources on an Arbitrarily Fine Grid
  In: Journal of Fourier Analysis and Applications 28 (2021)
  ISSN: 1069-5869
  DOI: 10.1007/s00041-021-09888-1
  BibTeX: Download
• Heindel A., Prestele B., Gehlert A., Kaup A.:
  Enhancement Layer Coding for Chroma Sub-Sampled Screen Content Video
  In: IEEE Transactions on Circuits and Systems For Video Technology (2021)
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2021.3061944
  BibTeX: Download
• Lotter S., Schäfer M., Zeitler J., Schober R.:
  Saturating Receiver and Receptor Competition in Synaptic DMC: Deterministic and Statistical Signal Models
  In: IEEE Transactions on Nanobioscience (2021), p. 1-1
  ISSN: 1536-1241
  DOI: 10.1109/TNB.2021.3092279
  BibTeX: Download

Beiträge bei Tagungen

• Och H., Strutz T., Kaup A.:
  Optimization of Probability Distributions for Residual Coding of Screen Content
  2021 IEEE International Conference on Visual Communications and Image Processing (VCIP) (München, 5. Dezember 2021 - 8. Dezember 2021)
  DOI: 10.1109/VCIP53242.2021.9675326
  URL: https://arxiv.org/abs/2212.01122
  BibTeX: Download
• Fischer K., Forsch C., Herglotz C., Kaup A.:
  Analysis of Neural Image Compression Networks for Machine-to-Machine Communication
  IEEE International Conference on Image Processing (ICIP) (Anchorage (virtual), 19. September 2021 - 22. September 2021)
  DOI: 10.1109/ICIP42928.2021.9506763
  URL: https://arxiv.org/abs/2205.06511
  BibTeX: Download
• Halimeh MM., Hofmann C., Kellermann W.:
  Beam-Specific System Identification
  ITG Conference on Speech Communication (Kiel, 29. September 2021 - 1. Oktober 2021)
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow
  2021 IEEE International Conference on Image Processing (ICIP) (Anchorage, AK, USA, 19. September 2021 - 22. September 2021)
  In: Proc. 2021 IEEE International Conference on Image Processing (ICIP) 2021
  DOI: 10.1109/ICIP42928.2021.9506274
  BibTeX: Download
• Grosche S., Seiler J., Kaup A.:
  Novel Consistency Check for Fast Recursive Reconstruction of Non-Regularly Sampled Video Data
  IEEE International Conference on Image Processing (ICIP) (Anchorage, 19. September 2021 - 22. September 2021)
  DOI: 10.1109/icip42928.2021.9506567
  BibTeX: Download
• Schmidt A., Kellermann W.:
  Multichannel nonnegative matrix factorization with motor data-regularized activations for robust ego-noise suppression
  2021 IEEE International Conference on Autonomous Systems, ICAS 2021 (Virtual, Montreal, QC, CAN, 11. August 2021 - 13. August 2021)
  In: ICAS 2021 - 2021 IEEE International Conference on Autonomous Systems, Proceedings 2021
  DOI: 10.1109/ICAS49788.2021.9551193
  BibTeX: Download
• Haubner T., Halimeh MM., Brendel A., Kellermann W.:
  A Synergistic Kalman- and Deep Postfiltering Approach to Acoustic Echo Cancellation
  European Signal Processing Conference (EUSIPCO) (Dublin, 23. August 2021 - 27. August 2021)
  DOI: 10.23919/EUSIPCO54536.2021.9616295
  BibTeX: Download
• Kreuzer M., Schmidt A., Kellermann W.:
  Novel features for the detection of bearing faults in railway vehicles
  Inter-Noise 2021 - The 50th International Congress and Exposition on Noise Control Engineering (Washington, DC, 1. August 2021 - 5. August 2021)
  DOI: 10.3397/IN-2021-2537
  BibTeX: Download
• Spruck A., Hawesch M., Maier A., Rieß C., Seiler J., Kaup A.:
  3D Rendering Framework for Data Augmentation in Optical Character Recognition
  2021 International Symposium on Signals, Circuits and Systems (ISSCS) (Iasi, Romania (virtual), 15. Juli 2021 - 16. Juli 2021)
  In: ISSCS 2021 - International Symposium on Signals, Circuits and Systems 2021
  DOI: 10.1109/ISSCS52333.2021.9497438
  URL: https://arxiv.org/abs/2209.14970
  BibTeX: Download
• Strobl C., Rabenstein R.:
  Linearized System and Fault Modeling Methods for {DC}-Grids Including Factorial Analysis
  4th International Conference on DC Microgrids (ICDCM) (Online-Veranstaltung)
  In: 2021 IEEE 4th International Conference on DC Microgrids (ICDCM), USA (Online-Veranstaltung): 2021
  DOI: 10.1109/icdcm50975.2021.9504621
  BibTeX: Download
• Regensky A., Herglotz C., Kaup A.:
  A Novel Viewport-Adaptive Motion Compensation Technique for Fisheye Video
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, 6. Juni 2021 - 11. Juni 2021)
  DOI: 10.1109/ICASSP39728.2021.9413576
  URL: https://arxiv.org/abs/2202.13892
  BibTeX: Download
• Halimeh MM., Haubner T., Briegleb A., Schmidt A., Kellermann W.:
  Combining Adaptive Filtering and Complex-valued Deep Postfiltering for Acoustic Echo Cancellation
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, 6. Juni 2021 - 11. Juni 2021)
  In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021
  DOI: 10.1109/ICASSP39728.2021.9414868
  BibTeX: Download
• Löllmann H., Brendel A., Kellermann W.:
  Effective Rank-Based Estimation of the Coherent-To-Diffuse Power Ratio
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, 6. Juni 2021 - 11. Juni 2021)
  DOI: 10.1109/icassp39728.2021.9413985
  BibTeX: Download
• Günther M., Afifi H., Brendel A., Karl H., Kellermann W.:
  Network-Aware Optimal Microphone Channel Selection in Wireless Acoustic Sensor Networks
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, Ontario, 6. Juni 2021 - 11. Juni 2021)
  DOI: 10.1109/icassp39728.2021.9414528
  BibTeX: Download
• Haubner T., Brendel A., Elminshawi M., Kellermann W.:
  Noise-Robust Adaptation Control for Supervised Acoustic System Identification Exploiting a Noise Dictionary
  IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto, 6. Juni 2021 - 11. Juni 2021)
  DOI: 10.1109/ICASSP39728.2021.9414180
  BibTeX: Download
• Brand F., Fischer K., Kaup A.:
  Rate-Distortion Optimized Learning-Based Image Compression using an Adaptive Hierachical Autoencoder with Conditional Hyperprior
  IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Virtual, 19. Juni 2021 - 25. Juni 2021)
  DOI: 10.1109/cvprw53098.2021.00211
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding
  Picture Coding Symposium (PCS) (Bristol (Virtual), 29. Juni 2021 - 2. Juli 2021)
  DOI: 10.1109/pcs50896.2021.9477475
  BibTeX: Download
• Frankenbach C., Martínez-Nuevo P., Møller M., Kellermann W.:
  Extrapolation of Bandlimited Multidimensional Signals from Continuous Measurements
  2020 28th European Signal Processing Conference (EUSIPCO) (Amsterdam, NLD, 24. August 2020 - 28. August 2020)
  In: European Signal Processing Conference (EUSIPCO) 2021
  DOI: 10.23919/Eusipco47968.2020.9287729
  BibTeX: Download
• Brendel A., Kellermann W.:
  Accelerating Auxiliary Function-based Independent Vector Analysis
  IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto)
  DOI: 10.1109/icassp39728.2021.9413950
  BibTeX: Download
• Grosche S., Brand F., Kaup A.:
  A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers
  23rd International Workshop on Multimedia Signal Processing (MMSP) (Tampere, Finland, 6. Oktober 2021 - 8. Oktober 2021)
  DOI: 10.1109/MMSP53017.2021.9733541
  BibTeX: Download
• Schäfer M., Salinas Y., Ruderer A., Enzenhofer F., Brueggemann O., Schober R., Haselmayr W.:
  Channel Modeling for Drug Carrier Matrices
  IEEE Global Communications Conference (GLOBECOM) (Madrid, 7. Dezember 2021 - 11. Dezember 2021)
  In: 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), NEW YORK: 2021
  DOI: 10.1109/GLOBECOM46510.2021.9685477
  BibTeX: Download
• Seehaus T., Nambiar KG., Morgenshtern V., Hochreuther P., Braun M.:
  Deep learning based F-Mask alternative for Sentinel-2 images in polar regions
  EGU General Assembly (, 19. April 2021 - 30. April 2021)
  DOI: 10.5194/egusphere-egu21-15914
  BibTeX: Download
• Brendel A., Kellermann W.:
  Faster IVA: Update Rules for Independent Vector Analysis based on Negentropy and the Majorize-Minimize Principle
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY)
  DOI: 10.1109/waspaa52581.2021.9632790
  BibTeX: Download
  (online publication)
• Heimann V., Spruck A., Kaup A.:
  Frame Rate Up-Conversion Using Key Point Agnostic Frequency-Selective Mesh-to-Grid Resampling
  IEEE International Conference on Acoustics, Speech and Signal Processing (Toronto (Virtual Conference), 6. Juni 2021 - 11. Juni 2021)
  DOI: 10.1109/ICASSP39728.2021.9413684
  URL: https://arxiv.org/abs/2210.10444
  BibTeX: Download
• Heimann V., Spruck A., Kaup A.:
  Frequency-Selective Mesh-to-Mesh Resampling for Color Upsampling of Point Clouds
  IEEE 23rd International Workshop on Multimedia Signal Processing (Tampere, 6. Oktober 2021 - 8. Oktober 2021)
  In: Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP) 2021
  DOI: 10.1109/MMSP53017.2021.9733445
  URL: https://arxiv.org/abs/2203.09224
  BibTeX: Download
• Yurt M., Kantharaju P., Disch S., Niedermeier A., Escalante-B AN., Morgenshtern V.:
  Fricative phoneme detection using deep neural networks and its comparison to traditional methods
  22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, CZE, 30. August 2021 - 3. September 2021)
  In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
  DOI: 10.21437/Interspeech.2021-645
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering
  23rd International Workshop on Multimedia Signal Processing (Tampere, 6. Oktober 2021 - 8. Oktober 2021)
  DOI: 10.1109/MMSP53017.2021.9733655
  URL: https://arxiv.org/pdf/2209.07891.pdf
  BibTeX: Download
• Nguyen D., Quach M., Valenzise G., Duhamel P.:
  Learning-based lossless compression of 3d point cloud geometry
  In: ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021
  DOI: 10.1109/ICASSP39728.2021.9414763
  URL: https://ieeexplore.ieee.org/abstract/document/9414763
  BibTeX: Download
• Weiß C., Zeitler J., Zunner T., Schuberth F., Müller M.:
  Learning Pitch-Class Representations from Score-Audio Pairs of Classical Music
  International Society for Music Information Retrieval Conference (ISMIR) (online, 7. November 2021 - 12. November 2021)
  In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR) 2021
  DOI: 10.5281/zenodo.5624549
  BibTeX: Download
• Günther M., Brendel A., Kellermann W.:
  Microphone Utility-based Weighting for Robust Acoustic Source Localization in Wireless Acoustic Sensor Networks
  14th ITG Conference on Speech Communication (Kiel, Germany, 29. September 2021 - 1. Oktober 2021)
  BibTeX: Download
• Figueiredo Miller G., Brendel A., Kellermann W., Gannot S.:
  Misalignment recognition in acoustic sensor networks using a semi-supervised source estimation method and Markov random fields
  IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto)
  DOI: 10.1109/icassp39728.2021.9413765
  BibTeX: Download
• Nguyen D., Quach M., Valenzise G., Duhamel P.:
  Multiscale deep context modeling for lossless point cloud geometry compression
  In: 2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) 2021
  DOI: 10.1109/ICMEW53276.2021.9455990
  URL: https://ieeexplore.ieee.org/abstract/document/9455990
  BibTeX: Download
• Günther M., Brendel A., Kellermann W.:
  Online estimation of time-variant microphone utility in wireless acoustic sensor networks using single-channel signal features
  29th European Signal Processing Conference (EUSIPCO 2021) (Dublin, Ireland, 23. August 2021 - 27. August 2021)
  DOI: 10.23919/eusipco54536.2021.9616216
  BibTeX: Download
• Lotter S., Schäfer M., Zeitler J., Schober R.:
  Receptor Saturation Modeling for Synaptic DMC
  ICC 2021 - IEEE International Conference on Communications (Montreal, QC, 14. Juli 2021 - 23. Juli 2021)
  DOI: 10.1109/ICC42927.2021.9500809
  BibTeX: Download
• Afifi H., Günther M., Brendel A., Karl H., Kellermann W.:
  Reinforcement Learning-based Microphone Selection in Wireless Acoustic Sensor Networks considering Network and Acoustic Utilities
  14th ITG Conference on Speech Communication (Kiel, Germany, 29. September 2021 - 1. Oktober 2021)
  BibTeX: Download
• Fischer K., Blum C., Herglotz C., Kaup A.:
  Robust Deep Neural Object Detection and Segmentation for Automotive Driving Scenario with Compressed Image Data
  IEEE International Symposium on Circuits and Systems (ISCAS) (Daegu (Virtual Conference), 23. Mai 2021 - 25. Mai 2021)
  DOI: 10.1109/ISCAS51556.2021.9401621
  URL: https://arxiv.org/abs/2205.06501
  BibTeX: Download
• Fischer K., Fleckenstein F., Herglotz C., Kaup A.:
  Saliency-Driven Versatile Video Coding for Neural Object Detection
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto (Virtual Conference), 6. Juni 2021 - 11. Juni 2021)
  DOI: 10.1109/ICASSP39728.2021.9415048
  URL: https://arxiv.org/abs/2203.05944
  BibTeX: Download
• Villar-Corrales A., Morgenshtern V.:
  Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement
  2nd Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR) (Taipai, TAIWAN)
  In: ICDAR '21: PROCEEDINGS OF THE 2021 WORKSHOP ON INTELLIGENT CROSS-DATA ANALYSIS AND RETRIEVAL, NEW YORK: 2021
  DOI: 10.1145/3463944.3469098
  BibTeX: Download
• Sippel F., Seiler J., Kaup A.:
  Spatio-spectral Image Reconstruction Using Non-local Filtering
  2021 IEEE International Conference on Visual Communications and Image Processing (VCIP) (München, 5. Dezember 2021 - 8. Dezember 2021)
  DOI: 10.1109/VCIP53242.2021.9675421
  URL: https://arxiv.org/pdf/2209.07890.pdf
  BibTeX: Download

Abschlussarbeiten

• Wokusch D.:
  Extended Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data (Dissertation, 2021)
  BibTeX: Download

Beiträge in Fachzeitschriften

• Schmidt A., Brendel A., Haubner T., Kellermann W.:
  Motor data-regularized nonnegative matrix factorization for ego-noise suppression
  In: EURASIP Journal on Audio, Speech, and Music Processing 2020 (2020), Article No.: 11
  ISSN: 1687-4714
  DOI: 10.1186/s13636-020-00178-0
  BibTeX: Download
• Yang W., Chen J., Benesty J., Cohen I., Kellermann W., Huang G.:
  Robust Dereverberation with Kronecker Product Based Multichannel Linear Prediction
  In: IEEE Signal Processing Letters (2020)
  ISSN: 1070-9908
  DOI: 10.1109/LSP.2020.3044796
  URL: https://ieeexplore.ieee.org
  BibTeX: Download
• Seehaus T., Morgenshtern V., Hübner F., Bänsch E., Braun M.:
  Novel Techniques for Void Filling in Glacier Elevation Change Data Sets
  In: Remote Sensing 12 (2020), p. 3917
  ISSN: 2072-4292
  DOI: 10.3390/rs12233917
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Intra-Frame Coding Using a Conditional Autoencoder
  In: IEEE Journal of Selected Topics in Signal Processing 15 (2020), p. 354 - 365
  ISSN: 1932-4553
  DOI: 10.1109/JSTSP.2020.3034768
  BibTeX: Download
• Lanz D., Kaup A.:
  Graph-Based Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data
  In: IEEE Transactions on Image Processing 29 (2020), p. 2439 - 2451
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2019.2947138
  BibTeX: Download
• Sippel F., Seiler J., Genser N., Kaup A.:
  Structure-preserving spectral reflectance estimation using guided filtering
  In: Journal of the Optical Society of America A-Optics Image Science and Vision 37 (2020), p. 1695-1710
  ISSN: 1084-7529
  DOI: 10.1364/JOSAA.400485
  URL: https://arxiv.org/pdf/2209.07889.pdf
  BibTeX: Download
• Grosche S., Koller M., Seiler J., Kaup A.:
  Dynamic Image Sampling Using a Novel Variance Based Probability Mass Function
  In: IEEE Transactions on Computational Imaging 6 (2020), p. 1440-1450
  ISSN: 2333-9403
  DOI: 10.1109/TCI.2020.3031077
  BibTeX: Download
• Schmidt A., Löllmann H., Kellermann W.:
  Acoustic Self-awareness of Autonomous Systems in a World of Sounds
  In: Proceedings of the IEEE 7 (2020), p. 1127-1149
  ISSN: 0018-9219
  DOI: 10.1109/JPROC.2020.2977372
  BibTeX: Download
• Grosche S., Regensky A., Seiler J., Kaup A.:
  Boosting Compressed Sensing Using Local Measurements and Sliding Window Reconstruction
  In: IEEE Transactions on Image Processing 29 (2020), p. 7931 - 7944
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2020.3007822
  BibTeX: Download
• Brendel A., Haubner T., Kellermann W.:
  A Unified Probabilistic View on Spatially Informed Source Separation and Extraction Based on Independent Component Analysis
  In: IEEE Transactions on Signal Processing 68 (2020), p. 3545-3558
  ISSN: 1053-587X
  DOI: 10.1109/TSP.2020.3000199
  BibTeX: Download
• Evers C., Löllmann H., Mellmann H., Schmidt A., Barfuß H., Naylor P., Kellermann W.:
  The LOCATA Challenge: Acoustic Source Localization and Tracking
  In: IEEE/ACM Transactions on Audio, Speech and Language Processing 28 (2020), p. 1620-1643
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2020.2990485
  URL: https://ieeexplore.ieee.org/document/9079214
  BibTeX: Download
• Grosche S., Hünermann R., Sarau G., Christiansen S., Boyd RW., Leuchs G., Banzer P.:
  Towards polarization-based excitation tailoring for extended Raman spectroscopy
  In: Optics Express (2020)
  ISSN: 1094-4087
  DOI: 10.1364/OE.388943
  URL: https://www.osapublishing.org/oe/abstract.cfm?uri=oe-28-7-10239
  BibTeX: Download
• Genser N., Seiler J., Kaup A.:
  Camera Array for Multi-Spectral Imaging
  In: IEEE Transactions on Image Processing 29 (2020), p. 9234-9249
  ISSN: 1057-7149
  DOI: 10.1109/TIP.2020.3024738
  BibTeX: Download
• Herglotz C., Coulombe S., Vazquez C., Vakili A., Kaup A., Grenier JC.:
  Power Modeling for Video Streaming Applications on Mobile Devices
  In: IEEE Access (2020)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2020.2986580
  BibTeX: Download

Beiträge bei Tagungen

• Kränzler M., Herglotz C., Kaup A.:
  DENESTO: A Tool for Video Decoding Energy Estimation and Visualization
  2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) (Virtual Conference, 1. Dezember 2020 - 4. Dezember 2020)
  DOI: 10.1109/VCIP49819.2020.9301877
  BibTeX: Download
• Regensky A., Herglotz C., Kaup A.:
  FishUI: Interactive Fisheye Distortion Visualization
  IEEE International Conference on Visual Communications and Image Processing (VCIP) (Macau, 1. Dezember 2020 - 4. Dezember 2020)
  DOI: 10.1109/VCIP49819.2020.9301754
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction
  2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) (Macau (Virtual Conference), 1. Dezember 2020 - 4. August 2020)
  DOI: 10.1109/vcip49819.2020.9301806
  BibTeX: Download
• Kränzler M., Herglotz C., Kaup A.:
  Decoding Energy Modeling for Versatile Video Coding
  IEEE International Conference on Image Processing (ICIP) (Abu Dhabi, 25. Oktober 2020 - 28. Oktober 2020)
  DOI: 10.1109/ICIP40778.2020.9190840
  URL: https://doi.org/10.48550/arXiv.2209.10266
  BibTeX: Download
• Grosche S., Fischer K., Brand F., Seiler J., Kaup A.:
  Enhanced Image Reconstruction From Quarter Sampling Measurements Using an Adapted Very Deep Super Resolution Network
  IEEE International Conference on Image Processing (ICIP) (Abu Dhabi (Virtual Conference), 25. Oktober 2020 - 28. Oktober 2020)
  DOI: 10.1109/icip40778.2020.9191047
  BibTeX: Download
• Fischer K., Herglotz C., Kaup A.:
  On Intra Video Coding and In-loop Filtering for Neural Object Detection Networks
  IEEE International Conference on Image Processing (ICIP) (Abu Dhabi (virtual Conference), 25. Oktober 2020 - 28. Oktober 2020)
  DOI: 10.1109/ICIP40778.2020.9191023
  URL: https://arxiv.org/abs/2203.05927
  BibTeX: Download
• Kränzler M., Herglotz C., Kaup A.:
  A Comparative Analysis of the Time and Energy Demand of Versatile Video Coding and High Efficiency Video Coding Reference Decoders
  IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere, Finland, 21. September 2020 - 23. September 2020)
  DOI: 10.1109/MMSP48831.2020.9287098
  URL: https://arxiv.org/abs/2209.10283
  BibTeX: Download
• Brand F., Seiler J., Alshina E., Kaup A.:
  A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme
  IEEE 22nd Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference), 21. September 2020 - 24. September 2020)
  DOI: 10.1109/mmsp48831.2020.9287064
  BibTeX: Download
• Herglotz C., Bader M., Fischer K., Kaup A.:
  Decoding Energy Optimal Video Encoding for x265
  IEEE 22nd Workshop on Multimedia Signal Processing (MMSP) (Tampere, 21. September 2020 - 23. September 2020)
  DOI: 10.1109/MMSP48831.2020.9287054
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  Online Supervised Acoustic System Identification exploiting Prelearned Local Affine Subspace Models
  IEEE International Workshop on Machine Learning in Signal Processing (MLSP) (Espoo, 21. September 2020 - 24. September 2020)
  DOI: 10.1109/MLSP49062.2020.9231543
  BibTeX: Download
• Wokusch D., Kaup A.:
  Optimizing Rate-Distortion Performance of Motion Compensated Wavelet Lifting with Denoised Prediction and Update
  IEEE Int. Workshop on Multimedia Signal Processing (MMSP) (Tampere, 21. September 2020 - 24. September 2020)
  DOI: 10.1109/mmsp48831.2020.9287070
  BibTeX: Download
• Regensky A., Grosche S., Seiler J., Kaup A.:
  Real-Time Frequency Selective Reconstruction through Register-Based Argmax Calculation
  IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere, 21. September 2020 - 24. September 2020)
  DOI: 10.1109/MMSP48831.2020.9287071
  URL: https://arxiv.org/abs/2202.13926
  BibTeX: Download
• Spruck A., Seiler J., Roll M., Dudziak T., Eckstein J., Kaup A.:
  Quality Assurance of Weld Seams Using Laser Triangulation Imaging and Deep Neural Networks
  IEEE International Workshop on Metrology for Industry 4.0 and IoT (Rome (Virtual Conference), Italy, 3. Juni 2020 - 5. Juni 2020)
  In: 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT 2020
  DOI: 10.1109/MetroInd4.0IoT48571.2020.9138205
  BibTeX: Download
• Pöllot M., Zhang R., Kaup A.:
  An Efficient Alternative to Network Pruning Through Ensemble Learning
  International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, 4. Mai 2020 - 8. Mai 2020)
  In: IEEE (ed.): Proceedings of the International Conference on Acoustics, Speech and Signal Processing 2020
  DOI: 10.1109/ICASSP40776.2020.9054583
  URL: https://ieeexplore.ieee.org/document/9054583
  BibTeX: Download
• Halimeh MM., Kellermann W.:
  Efficient Multichannel Nonlinear Acoustic Echo Cancellation Based on a Cooperative Strategy
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, Spain, 4. Mai 2020 - 8. Mai 2020)
  DOI: 10.1109/ICASSP40776.2020.9054541
  BibTeX: Download
• Löllmann H., Brendel A., Kellermann W.:
  Generalized Coherence-based Signal Enhancement
  Internationl Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona, 4. Mai 2020 - 8. Mai 2020)
  DOI: 10.1109/ICASSP40776.2020.9054470
  BibTeX: Download
• Herglotz C., Ramasubbu G., Kaup A.:
  Matched Quality Evaluation of Temporally Downsampled Videos with Non-Integer Factors
  International Conference on Quality of Multimedia Experience (QoMEX) (Athlone, 26. Mai 2020 - 28. Mai 2020)
  DOI: 10.1109/QoMEX48832.2020.9123084
  BibTeX: Download
• Magarini M., Morris RJ., Ratti F., Schäfer M., Bassel GW., Awan H., Haselmayr W.:
  A Molecular Communications Framework for Understanding the Floral Transition
  7th ACM International Conference on Nanoscale Computing and Communication (Virtual Conference, 23. September 2020 - 25. September 2020)
  DOI: 10.1145/3411295.3411301
  BibTeX: Download
• Schäfer M., Schlecht SJ., Rabenstein R.:
  A String in a Room: Mixed-Dimensional Transfer Function Models for Sound Synthesis
  23rd International Conference on Digital Audio Effects (DAFx-20) (Vienna, 8. September 2020 - 12. September 2020)
  BibTeX: Download
• Genser N., Spruck A., Seiler J., Kaup A.:
  Deep Learning Based Cross-Spectral Disparity Estimation For Stereo Imaging
  2020 IEEE International Conference on Image Processing (ICIP) (Abu Dhabi, 25. Oktober 2020 - 28. Oktober 2020)
  DOI: 10.1109/icip40778.2020.9191353
  BibTeX: Download
• Gburrek T., Schmalenströer J., Brendel A., Kellermann W., Haeb-Umbach R.:
  Deep Neural Network based Distance Estimation for Geometry Calibration in Acoustic Sensor Network
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287583
  BibTeX: Download
• Felsheim R., Brendel A., Naylor PA., Kellermann W.:
  Head Orientation Estimation from Multiple Microphone Arrays
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287555
  BibTeX: Download
• Brendel A., Kellermann W.:
  Informed Source Extraction based on Independent Vector Analysis using Eigenvalue Decomposition
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287733
  BibTeX: Download
• Genser N., Seiler J., Kaup A.:
  Joint Content-Adaptive Dictionary Learning And Sparse Selective Extrapolation For Cross-Spectral Image Reconstruction
  2020 IEEE International Conference on Image Processing (ICIP) (Abu Dhabi, 25. Oktober 2020 - 28. Oktober 2020)
  DOI: 10.1109/icip40778.2020.9191038
  BibTeX: Download
• Heimann V., Genser N., Kaup A.:
  Key Point Agnostic Frequency-Selective Mesh-to-Grid Image Resampling using Spectral Weighting
  IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference), 21. September 2020 - 24. September 2020)
  DOI: 10.1109/MMSP48831.2020.9287096
  URL: https://arxiv.org/abs/2203.08086
  BibTeX: Download
• Meyer A., Genser N., Kaup A.:
  Multispectral Image Compression Based on HEVC Using Pel-Recursive Inter-Band Prediction
  IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) (Tampere, 21. September 2020 - 24. September 2020)
  DOI: 10.1109/MMSP48831.2020.9287132
  URL: https://arxiv.org/abs/2303.05132
  BibTeX: Download
• Fischer K., Herglotz C., Kaup A.:
  On Versatile Video Coding at UHD with Machine-Learning-Based Super-Resolution
  QoMEX (Athlone, 26. Mai 2020 - 28. Mai 2020)
  In: 12th International Conference on Quality of Multimedia Experience (QoMEX) 2020
  DOI: 10.1109/QoMEX48832.2020.9123140
  BibTeX: Download
• Brendel A., Haubner T., Kellermann W.:
  Spatially Guided Independent Vector Analysis
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona, 4. Mai 2020 - 8. Mai 2020)
  DOI: 10.1109/ICASSP40776.2020.9052905
  BibTeX: Download
• Schäfer M., Wicke W., Haselmayr W., Rabenstein R., Schober R.:
  Spherical Diffusion Model with Semi-Permeable Boundary: A Transfer Function Approach
  IEEE International Conference on Communications (ICC) (Dublin, 7. Juni 2020 - 11. Juni 2020)
  DOI: 10.1109/icc40277.2020.9149441
  BibTeX: Download
• Fischer K., Brand F., Herglotz C., Kaup A.:
  Video Coding for Machines with Feature-Based Rate-Distortion Optimization
  IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference), 21. September 2020 - 24. September 2020)
  DOI: 10.1109/MMSP48831.2020.9287136
  URL: https://arxiv.org/abs/2203.05890
  BibTeX: Download

Abschlussarbeiten

• Pöllot M.:
  Contributions to Visual Automotive Human Machine Interface Testing (Dissertation, 2020)
  URL: https://www.dr.hut-verlag.de/978-3-8439-4647-6.html
  BibTeX: Download
• Hofmann C.:
  Efficient System Identification using Parallel Connections and Cascades (Dissertation, 2020)
  BibTeX: Download
• Schäfer M.:
  Simulation of Distributed Parameter Systems by Transfer Function Models (Dissertation, 2020)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13174
  BibTeX: Download

Beiträge in Fachzeitschriften

• Halimeh MM., Hümmer C., Kellermann W.:
  A Neural Network-based Nonlinear Acoustic Echo Canceller
  In: IEEE Signal Processing Letters (2019)
  ISSN: 1070-9908
  DOI: 10.1109/LSP.2019.2951311
  URL: https://ieeexplore.ieee.org/document/8890836
  BibTeX: Download
• Jaskolka K., Seiler J., Beyer F., Kaup A.:
  A Python-based Laboratory Course for Image and Video Signal Processing on Embedded Systems
  In: Heliyon 5 (2019)
  ISSN: 2405-8440
  DOI: 10.1016/j.heliyon.2019.e02560
  BibTeX: Download
• Gerum R., Rahlfs H., Streb M., Krauß P., Grimm J., Metzner C., Tziridis K., Günther M., Schulze H., Kellermann W., Schilling A.:
  Open(G)PIAS: An open-source solution for the construction of a high-precision acoustic startle response setup for tinnitus screening and threshold estimation in rodents
  In: Frontiers in Behavioral Neuroscience 13 (2019), Article No.: 140
  ISSN: 1662-5153
  DOI: 10.3389/fnbeh.2019.00140
  BibTeX: Download
• Köhler T., Bätz M., Naderi Boldaji F., Kaup A., Maier A., Rieß C.:
  Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data
  In: IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (2019)
  ISSN: 0162-8828
  DOI: 10.1109/TPAMI.2019.2917037
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Koehler19-TBT.pdf
  BibTeX: Download
• Brendel A., Kellermann W.:
  Distributed Source Localization in Acoustic Sensor Networks using the Coherent-to-Diffuse Power Ratio
  In: IEEE Journal of Selected Topics in Signal Processing (2019)
  ISSN: 1932-4553
  DOI: 10.1109/JSTSP.2019.2900911
  BibTeX: Download
• Gannot S., Haardt M., Kellermann W., Willett P.:
  Introduction to the Issue on Acoustic Source Localization and Tracking in Dynamic Real-Life Scenes
  In: IEEE Journal of Selected Topics in Signal Processing 13 (2019), p. 3-7
  ISSN: 1932-4553
  DOI: 10.1109/JSTSP.2019.2906923
  BibTeX: Download
• Herglotz C., Heindel A., Kaup A.:
  Decoding-Energy-Rate-Distortion Optimization for Video Coding
  In: IEEE Transactions on Circuits and Systems For Video Technology 29 (2019), p. 171-182
  ISSN: 1051-8215
  DOI: 10.1109/TCSVT.2017.2771819
  BibTeX: Download