Abstract: In current interframe video compression systems, the encoder performs predictive coding to exploit the similarities of successive frames. The Wyner-Ziv theorem on source coding with side ...

The RAM required to run machine learning models on local hardware is roughly 1GB per billion parameters when the model is ...

Abstract: In this work, we propose a fast and efficient Region-of-Interest based video coding strategy for surveillance systems involving low bitrate. The proposed algorithm is based on a combination ...