3 papers
cs.CV2025
Three Forensic Cues for JPEG AI Images
Sandra Bergmann, Fabian Brand, Christian Riess
The JPEG standard was vastly successful. Currently, the first AI-based compression method ``JPEG AI'' will be standardized. JPEG AI brings remarkable benefits. JPEG AI images exhib…
eess.IV2024
On Annotation-free Optimization of Video Coding for Machines
Marc Windsheimer, Fabian Brand, André Kaup
Today, image and video data is not only viewed by humans, but also automatically analyzed by computer vision algorithms. However, current coding standards are optimized for human p…
eess.IV2024
Analysis of Neural Video Compression Networks for 360-Degree Video Coding
Andy Regensky, Fabian Brand, André Kaup
With the increasing efforts of bringing high-quality virtual reality technologies into the market, efficient 360-degree video compression gains in importance. As such, the state-of…