Low-Rank Tensor Optimization With Nonlocal Plug-and-Play Regularizers for Snapshot Compressive Imaging
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2021.3136217
Abstract: The increasing volume of hyperspectral images (HSIs) brings great challenges to storage and transmission. Recently, snapshot compressive imaging (SCI), which compresses 3-D HSIs into 2-D measurements, has received increasing attention. Since the original HSIs can… read more here.
Keywords: rank tensor; tensor; hsis; low rank ... See more keywords
Video Snapshot Compressive Imaging Using Residual Ensemble Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3164241
Abstract: Video snapshot compressive imaging (SCI) system enables high-frame-rate imaging by projecting multiple frames into a 2D snapshot measurement during a single exposure, and the original video frames can be reconstructed by solving an optimization problem.… read more here.
Keywords: network; ensemble network; sub; video ... See more keywords
Shearlet Enhanced Snapshot Compressive Imaging
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2020.2989550
Abstract: Snapshot compressive imaging (SCI) is a promising approach to capture high-dimensional data with low dimensional sensors. With modest modifications to off-the-shelf cameras, SCI cameras encode multiple frames into a single measurement frame. These correlated frames… read more here.
Keywords: snapshot compressive; compressive imaging; algorithm; enhanced snapshot ... See more keywords
Rank Minimization for Snapshot Compressive Imaging
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2018.2873587
Abstract: Snapshot compressive imaging (SCI) refers to compressive imaging systems where multiple frames are mapped into a single measurement, with video compressive imaging and hyperspectral compressive imaging as two representative applications. Though exciting results of high-speed… read more here.
Keywords: imaging; sci; snapshot compressive; compressive imaging ... See more keywords
Hybrid Multi-Dimensional Attention U-Net for Hyperspectral Snapshot Compressive Imaging Reconstruction
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25040649
Abstract: In order to capture the spatial-spectral (x,y,λ) information of the scene, various techniques have been proposed. Different from the widely used scanning-based methods, spectral snapshot compressive imaging (SCI) utilizes the idea of compressive sensing to… read more here.
Keywords: compressive imaging; hybrid multi; multi dimensional; reconstruction ... See more keywords