54 citations · 460 across the 103 of their papers we have counts for
22 papers · 1 filter
A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization
Frank Sippel, Jürgen Seiler, André Kaup
Exploiting the infrared area of the spectrum for classification problems is getting increasingly popular, because many materials have characteristic absorption bands in this area.…
Color Agnostic Cross-Spectral Disparity Estimation
Frank Sippel, Nils Genser, Hannah Och +2
Since camera modules become more and more affordable, multispectral camera arrays have found their way from special applications to the mass market, e.g., in automotive systems, sm…
Improving HEVC Encoding of Rendered Video Data Using True Motion Information
Christian Herglotz, David Müller, Andreas Weinlich +4
This paper shows that motion vectors representing the true motion of an object in a scene can be exploited to improve the encoding process of computer generated video sequences. Th…
Video Decoding Energy Estimation Using Processor Events
Christian Herglotz, André Kaup
In this paper, we show that processor events like instruction counts or cache misses can be used to accurately estimate the processing energy of software video decoders. Therefore,…
Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces
Fabian Brand, Alexander Kopte, Kristian Fischer +1
Adaptive block partitioning is responsible for large gains in current image and video compression systems. This method is able to compress large stationary image areas with only a…
Conditional Residual Coding: A Remedy for Bottleneck Problems in Conditional Inter Frame Coding
Fabian Brand, Jürgen Seiler, André Kaup
Conditional coding is a new video coding paradigm enabled by neural-network-based compression. It can be shown that conditional coding is in theory better than the traditional resi…