Can learned frame prediction compete with block motion compensation for video coding?
Sign Up to like & getrecommendations! Published in 2021 at "Signal, Image and Video Processing"
DOI: 10.1007/s11760-020-01751-y
Abstract: Given recent advances in learned video prediction, we investigate whether a simple video codec using a pretrained deep model for next frame prediction based on previously encoded/decoded frames without sending any motion side information can compete… read more here.
Keywords: video; motion compensation; learned frame; frame prediction ... See more keywords
Video Analysis and Frame Prediction Based on Improved Object Detection and ConvGRU
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3575491
Abstract: Video analysis is of crucial importance in areas such as information dissemination, understanding, and environmental perception. To further improve video processing technology and increase video fluency, this article innovatively uses improved object detection algorithms for… read more here.
Keywords: prediction; video; video analysis; frame prediction ... See more keywords