Lehrstuhl für Multimediakommunikation und Signalverarbeitung (LMS)

Frequency–spatial decoupled co-modeling transformer for fine-grained remote sensing image segmentation (2026) Li X, Qian S, Lyu X, Song Y, Liu F, Fang Y, Xu Z, Kaup A Journal article Frequency domain-enhanced spectral-spatial fusion transformer for semantic segmentation of remote sensing images (2026) Li X, Xu F, Li J, Su Y, Li L, Lyu X, Xu Z, Kaup A Journal article Real-World Airborne Sound Analysis for Health Monitoring of Bearings in Railway Vehicles (2026) Kreuzer M, Schmidt D, Wokusch S, Kellermann W Journal article, Original article TreeNet: A Light Weight Model for Low Bitrate Image Compression (2026) Panda MP, Rao Makkena P, Prativadibhayankaram S, Foessel S, Kaup A Conference contribution Energy-Aware Frame Rate Selection for Video Coding (2026) Ramasubbu G, Kaup A, Herglotz C Journal article, Original article Tailored Reflection Network Design for Class-F Power Amplifiers (2026) Schneider F, Ehses M, Mydla B, Ruderer A, Westphal A, Simone G, Pfannenmüller C, Lurz F Conference contribution, Conference Contribution Validating Camera Sensor Models for Virtual Testing of Vision Systems in Automated Driving (2026) Ulreich F, Funk Drechsler M, Poledna Y, Chan PH, Herraren T, Ebert M, Kaup A, Huber W Conference contribution GLT hidden structures in mean-field quantum spin systems (2026) Morgenshtern V, Khan MF, Serra-Capizzano S Unpublished / Preprint A Dual Domain Collaborative Network for Polyp Segmentation (2026) Tong Y, Zhou Z, Hu K, Yang T, Kaup A, Li X Journal article The Confusion is Real: GRAPHIC - A Network Science Approach to Confusion Matrices in Deep Learning (2026) Fröhlich J, Heinlein B, Claar J, Rosenberger H, Belagiannis V, Müller R Journal article