MAP-Inspired Deep Unfolding Network for Distributed Compressive Video Sensing
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2023.3260707
Abstract: Due to the lack of probabilistic inference guidance, the network structure of current deep learning-based Distributed Compressive Video Sensing (DCVS) algorithms cannot efficiently exploit frame measurements, inter-frame correlations, and intra-frame correlations. In this letter, we… read more here.
Keywords: network; distributed compressive; compressive video; frame ... See more keywords
A New Multihypothesis-Based Compressed Video Sensing Reconstruction System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2020.3028479
Abstract: Multihypothesis-based compressed video sensing scheme attracts wide attention in the research of resource-constrained video application scenarios. However, high-accuracy weight prediction of hypotheses is always challenging especially for the high-motion sequences. To solve this problem, this… read more here.
Keywords: compressed video; system; video sensing; multihypothesis based ... See more keywords