Intelligent video coding (IVC), which dates back to the late 1980s with the concept of
encoding videos with knowledge and semantics, includes visual content compact …

In contrast to image compression, the key of video compression is to efficiently exploit the
temporal context for reducing the inter-frame redundancy. Existing learned video …

Recent years have witnessed an increasing interest in end-to-end learned video
compression. Most previous works explore temporal redundancy by detecting and …

Video compression performance is closely related to the accuracy of inter prediction. It tends
to be difficult to obtain accurate inter prediction for the local video regions with inconsistent …

Learned video compression has drawn great attention and shown promising compression
performance recently. In this article, we focus on the two components in the learned video …

Over the past few years, learning-based video compression has become an active research
area. However, most works focus on P-frame coding. Learned B-frame coding is under …

The traditional strategy of acquiring satellite images involves transmitting compressed
satellite data to ground stations solely via the downlink, without utilizing the uplink. In this …

Residual coding has gained prevalence in lossless compression, where a lossy layer is
initially employed and the reconstruction errors (ie, residues) are then losslessly …

Learned B-frame video compression aims to adopt bi-directional motion estimation and
motion compensation (MEMC) coding for middle frame reconstruction. However, previous …

Conditional coding has lately emerged as the mainstream approach to learned video
compression. However, a recent study shows that it may perform worse than residual coding …