Diffusion-based image compression has shown remarkable potential for achieving ultra-low bitrate coding (less than 0.05 bits per pixel) with high realism. However, current approaches: (1) Require a ...

Abstract: Recently, learning-based light field (LF) image compression methods have achieved impressive progress, while end-to-end spatially scalable LF image compression (SS-LFIC) has not been ...

The PDF Association is introducing Brotli as a new compression filter for PDF 2.0. Tests show an average of 20 percent ...

Abstract: We compare in this work the robustness of machine learning based image compression algorithms with classical algorithms such as JPEG. For this, we run adversarial attacks against [2] and [1] ...