Lehrstuhl für Multimediakommunikation und Signalverarbeitung (LMS)

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 A spectrum-enhanced attention model for semantic segmentation of remote sensing images (2025) Li X, Xu F, Tao F, Tong Y, Lyu X, Zhong J, Kaup A Conference contribution Revisiting Gradient-Based Uncertainty for Monocular Depth Estimation (2025) Hornauer J, El-Ghoussani A, Belagiannis V Journal article Multi-shelf graphic equalizer (2025) Schlecht S, Sinjanakhom T, Välimäki V Journal article ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation (2025) Liu Y, Chen Y, Wang H, Belagiannis V, Reid I, Carneiro G Conference contribution Analysis of spatial filtering in neural spatiospectral filters and its dependence on training target characteristics (2024) Briegleb A, Kellermann W Journal article, Original article