Lehrstuhl für Multimediakommunikation und Signalverarbeitung (LMS)

Optimized Learned Image Compression for Facial Expression Recognition (2025) Li X, Windsheimer M, Sadeghi M, Eskofier B, Kaup A Conference contribution Uncertainty-Aware Likelihood Ratio Estimation for Pixel-Wise Out-of-Distribution Detection (2025) Hölle M, Kellermann W, Belagiannis V Conference contribution, Conference Contribution Sparse-KSVD for Blind Decomposition on Task-Related fMRI Data: A Comparative Analysis with ICA and MCA-KSVD (2025) Nguyen P, Nguyen PK Conference contribution Polynomial Procrustes Solution for Randomly Perturbed Near-Paraunitary Systems (2025) Weiss S, Schlecht S, Moonen M Conference contribution Machine learning-based prediction of quality characteristics in joining processes to minimize destructive testing: A case study on crimp connections (2025) Hofmann B, Regenhardt K, Bründl P, Nguyen HG, Belagiannis V, Franke J, Risch F Journal article Combining Run-Length Encoding Preprocessing With Lempel-Ziv-Markov Algorithm to Enhance Compression for Automotive Radar Data (2025) Rückert R, Herglotz C, Sura O, Ninov Y, Kaup A, Vossiek M Conference contribution, Conference Contribution Improved Motion Plane Adaptive 360-Degree Video Compression Using Affine Motion Models (2025) Ritthaler M, Regensky A, Kaup A Conference contribution, Conference Contribution OSLO-IC: On-the-Sphere Learned Omnidirectional Image Compression with Attention Modules and Spatial Context (2025) Wawerek-López P, Mahmoudian Bidgoli N, Fossard P, Kaup A, Maugey T Conference contribution 3MT Competition (EUSIPCO2024): A peek into the black box: Insights into the functionality of complex-valued neural networks for multichannel speech enhancement (2025) Briegleb A Journal article Networked Systems Diagnostics: A Fusion of Failure Mode and Effects Analysis and a Delphi Expert Study (2025) Ren Y, Deichsel F, Hopf V, Seiler J, Kaup A, Beckerle P Conference contribution