Video Compression

Region-of-Interest based Neural Video Compression
Humans do not perceive all parts of a scene with the same resolution, but rather focus on few regions of interest (ROIs). Traditional …
Yura Perugachi-Diaz, Guillaume Sautiere, Davide Abati, Yang Yang, Amirhossein Habibian, Taco S Cohen
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Region-of-Interest based Neural Video Compression
Adversarial Distortion for Learned Video Compression
In this paper, we present a novel adversarial lossy video compression model. At extremely low bit-rates, standard video coding schemes …
Vijay Veerabadran, Reza Pourreza, Amirhossein Habibian, Taco S Cohen
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Adversarial Distortion for Learned Video Compression
Recognizing Compressed Videos: Challenges and Promises
This paper studies the effect of quality degradation, caused by lossy video compression, on video recognition. We investigate how the …
Reza Pourreza, Amir Ghodrati, Amirhossein Habibian
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Recognizing Compressed Videos: Challenges and Promises
Video Compression with Rate-Distortion Autoencoders
In this paper we present a a deep generative model for lossy video compression. We employ a model that consists of a 3D autoencoder …
Amirhossein Habibian, Ties van Rozendaal, Jakub M Tomczak, Taco S Cohen
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Video Compression with Rate-Distortion Autoencoders