Lehrstuhl für Multimediakommunikation und Signalverarbeitung (LMS)

Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation (2025) De Vita M, Belagiannis V Conference contribution 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 Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning (2025) Hoang DA, Nguyen C, Belagiannis V, Do TT, Carneiro G Journal article Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network (2025) Sippel F, Seiler J, Kaup A Journal article Overview of Variable Rate Coding in JPEG AI (2025) Jia P, Brand F, Yu D, Karabutov A, Alshina E, Kaup A Journal article Foundations of Measuring Power and Energy Consumption in Video Communication (2025) Herglotz C, Katsenou A, Wang X, Kränzler M, Schien D Journal article 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