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
Distributed Compressive Sensing for Cloud-Based Wireless Image Transmission
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2017.2654123
Abstract: We consider efficient image transmission via time-varying channels. To improve the performance, we propose a new distributed compressive sensing (CS) scheme that can leverage similar images in the cloud. It is featured by channel SNR… read more here.
Keywords: compressive sensing; image; transmission; cloud ... See more keywords