58 citations · 226 across the 11 of their papers we have counts for
11 papers
Evaluation of Video Coding for Machines without Ground Truth
Kristian Fischer, Markus Hofbauer, Christopher Kuhn +2
In the emerging field of video coding for machines, video datasets with pristine video quality and high-quality annotations are required for a comprehensive evaluation. However, ex…
Increasing Imaging Resolution by Non-Regular Sampling and Joint Sparse Deconvolution and Extrapolation
Jürgen Seiler, Markus Jonscher, Thomas Ussmueller +1
Increasing the resolution of image sensors has been a never ending struggle since many years. In this paper, we propose a novel image sensor layout which allows for the acquisition…
Automatic Registration of Images with Inconsistent Content Through Line-Support Region Segmentation and Geometrical Outlier Removal
Ming Zhao, Yongpeng Wu, Shengda Pan +3
The implementation of automatic image registration is still difficult in various applications. In this paper, an automatic image registration approach through line-support region s…
Key Point Agnostic Frequency-Selective Mesh-to-Grid Image Resampling using Spectral Weighting
Viktoria Heimann, Nils Genser, André Kaup
Many applications in image processing require resampling of arbitrarily located samples onto regular grid positions. This is important in frame-rate up-conversion, super-resolution…
Saliency-Driven Versatile Video Coding for Neural Object Detection
Kristian Fischer, Felix Fleckenstein, Christian Herglotz +1
Saliency-driven image and video coding for humans has gained importance in the recent past. In this paper, we propose such a saliency-driven coding framework for the video coding f…
Video Coding for Machines with Feature-Based Rate-Distortion Optimization
Kristian Fischer, Fabian Brand, Christian Herglotz +1
Common state-of-the-art video codecs are optimized to deliver a low bitrate by providing a certain quality for the final human observer, which is achieved by rate-distortion optimi…