Advancing Learned Video Compression With In-Loop Frame Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3222418
Abstract: Recent years have witnessed an increasing interest in end-to-end learned video compression. Most previous works explore temporal redundancy by detecting and compressing a motion map to warp the reference frame towards the target frame. Yet,… read more here.
Keywords: loop; learned video; frame; prediction ... See more keywords
Learned Video Compression With Efficient Temporal Context Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3276333
Abstract: 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 compression methods generally rely on utilizing short-term temporal correlations or… read more here.
Keywords: learned video; compression efficient; temporal context; compression ... See more keywords