Liu, Y.[Yang],
Yuan, X.[Xin],
Suo, J.L.[Jin-Li],
Brady, D.J.[David J.],
Da, Q.H.[Qiong-Hai],
Rank Minimization for Snapshot Compressive Imaging,
PAMI(41), No. 12, December 2019, pp. 2990-3006.
IEEE DOI
1911
Image coding, Image reconstruction, Minimization,
Hyperspectral imaging, Sensors, Compressive sensing,
coded aperture compressive temporal imaging (CACTI)
BibRef
Lu, R.Y.[Rui-Ying],
Chen, B.[Bo],
Liu, G.L.[Guan-Liang],
Cheng, Z.H.[Zi-Heng],
Qiao, M.[Mu],
Yuan, X.[Xin],
Dual-View Snapshot Compressive Imaging via Optical Flow Aided Recurrent
Neural Network,
IJCV(129), No. 12, December 2021, pp. 3279-3298.
Springer DOI
2111
capture videos from two field-of-views.
BibRef
Wu, Z.L.[Zong-Liang],
Yang, C.S.[Cheng-Shuai],
Su, X.F.[Xiong-Fei],
Yuan, X.[Xin],
Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging,
IJCV(131), No. 7, July 2023, pp. 1662-1679.
Springer DOI
2307
BibRef
Wang, P.[Ping],
Wang, L.[Lishun],
Yuan, X.[Xin],
Deep Optics for Video Snapshot Compressive Imaging,
ICCV23(10612-10622)
IEEE DOI Code:
WWW Link.
2401
BibRef
Yuan, X.,
Brady, D.J.,
Katsaggelos, A.K.,
Snapshot Compressive Imaging: Theory, Algorithms, and Applications,
SPMag(38), No. 2, March 2021, pp. 65-88.
IEEE DOI
2103
Signal processing algorithms,
Detectors, Tomography, Signal processing,
Image reconstruction
BibRef
Wang, Z.J.[Zheng-Jue],
Zhang, H.[Hao],
Cheng, Z.H.[Zi-Heng],
Chen, B.[Bo],
Yuan, X.[Xin],
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive
Sensing,
CVPR21(2083-2092)
IEEE DOI
2111
Training, Deep learning, Modulation, Imaging,
Graphics processing units, Detectors, Data models
BibRef
Yuan, X.[Xin],
Liu, Y.[Yang],
Suo, J.L.[Jin-Li],
Durand, F.[Frédo],
Dai, Q.H.[Qiong-Hai],
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging,
PAMI(44), No. 10, October 2022, pp. 7093-7111.
IEEE DOI
2209
BibRef
Earlier: A1, A2, A3, A5, Only:
Plug-and-Play Algorithms for Large-Scale Snapshot Compressive Imaging,
CVPR20(1444-1454)
IEEE DOI
2008
Image reconstruction, Image color analysis, Sensors, Image coding,
Gray-scale, Cameras, Noise reduction, Compressive sensing,
plug-and-play (PnP) algorithms.
Videos, Imaging, Convergence, HardwareImage coding
BibRef
Cheng, Z.H.[Zi-Heng],
Chen, B.[Bo],
Liu, G.L.[Guan-Liang],
Zhang, H.[Hao],
Lu, R.Y.[Rui-Ying],
Wang, Z.J.[Zheng-Jue],
Yuan, X.[Xin],
Memory-Efficient Network for Large-scale Video Compressive Sensing,
CVPR21(16241-16250)
IEEE DOI
2111
Training, Deep learning,
Memory management, Reconstruction algorithms, Time measurement, Data models
BibRef
Meng, Z.Y.[Zi-Yi],
Yuan, X.[Xin],
Jalali, S.[Shirin],
Deep Unfolding for Snapshot Compressive Imaging,
IJCV(131), No. 1, January 2023, pp. 2933-2958.
Springer DOI
2310
BibRef
Chen, Y.R.[Yu-Rong],
Wang, Y.N.[Yao-Nan],
Zhang, H.[Hui],
Prior Image Guided Snapshot Compressive Spectral Imaging,
PAMI(45), No. 9, September 2023, pp. 11096-11107.
IEEE DOI
2309
BibRef
Zhao, Y.P.[Yin-Ping],
Zhang, J.C.[Jian-Cheng],
Chen, Y.Y.[Yong-Yong],
Wang, Z.[Zhen],
Li, X.L.[Xue-Long],
RCUMP: Residual Completion Unrolling With Mixed Priors for Snapshot
Compressive Imaging,
IP(33), 2024, pp. 2347-2360.
IEEE DOI
2404
Imaging, Image coding, Iterative methods, Optimization, Image reconstruction,
Hyperspectral imaging, deep unrolling-based methods
BibRef
Cao, M.[Miao],
Wang, L.S.[Li-Shun],
Zhu, M.Y.[Ming-Yu],
Yuan, X.[Xin],
Hybrid CNN-Transformer Architecture for Efficient Large-Scale Video
Snapshot Compressive Imaging,
IJCV(132), No. 10, October 2024, pp. 4521-4540.
Springer DOI
2410
BibRef
Earlier: A2, A1, A4, Only:
EfficientSCI: Densely Connected Network with Space-time Factorization
for Large-scale Video Snapshot Compressive Imaging,
CVPR23(18477-18486)
IEEE DOI
2309
BibRef
Wang, L.S.[Li-Shun],
Cao, M.[Miao],
Zhong, Y.[Yong],
Yuan, X.[Xin],
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging,
PAMI(45), No. 7, July 2023, pp. 9072-9089.
IEEE DOI
2306
Transformers, Image reconstruction, Image color analysis, Cameras,
Task analysis, Gray-scale, Correlation, Attention, transformer
BibRef
Wang, P.[Ping],
Zhang, Y.[Yulun],
Wang, L.[Lishun],
Yuan, X.[Xin],
Hierarchical Separable Video Transformer for Snapshot Compressive
Imaging,
ECCV24(LXXXI: 104-122).
Springer DOI
2412
BibRef
Chen, Y.[Yong],
Lai, W.Z.[Wen-Zhen],
He, W.[Wei],
Zhao, X.L.[Xi-Le],
Zeng, J.S.[Jin-Shan],
Hyperspectral Compressive Snapshot Reconstruction via Coupled
Low-Rank Subspace Representation and Self-Supervised Deep Network,
IP(33), 2024, pp. 926-941.
IEEE DOI Code:
WWW Link.
2402
Image reconstruction, Optimization, Imaging, Learning systems,
Iterative algorithms, Hyperspectral imaging, Training data,
self-supervised deep network
BibRef
Zhang, X.Y.[Xuan-Yu],
Chen, B.[Bin],
Zou, W.Z.[Wen-Zhen],
Liu, S.[Shuai],
Zhang, Y.B.[Yong-Bing],
Xiong, R.Q.[Rui-Qin],
Zhang, J.[Jian],
Progressive Content-Aware Coded Hyperspectral Snapshot Compressive
Imaging,
CirSysVideo(34), No. 11, November 2024, pp. 10817-10830.
IEEE DOI Code:
WWW Link.
2412
Imaging, Apertures, Image reconstruction, Hyperspectral imaging,
Lenses, Optimization, Relays,
progressive content-aware sampling
BibRef
Lv, T.[Tao],
Hu, L.[Lihao],
Li, S.Q.[Shi-Qiao],
Huang, C.L.[Cheng-Long],
Cao, X.[Xun],
Efficient Snapshot Spectral Imaging: Calibration-free Parallel
Structure with Aperture Diffraction Fusion,
ECCV24(LI: 93-110).
Springer DOI
2412
BibRef
Zeng, H.J.[Hai-Jin],
Liu, Y.X.[Yu-Xi],
Chen, Y.Y.[Yong-Yong],
Liu, Y.[Youfa],
Peng, C.[Chong],
Su, J.[Jingyong],
SAH-SCI: Self-supervised Adapter for Efficient Hyperspectral Snapshot
Compressive Imaging,
ECCV24(LXIV: 311-328).
Springer DOI
2412
BibRef
Zhang, J.C.[Jian-Cheng],
Zeng, H.J.[Hai-Jin],
Cao, J.[Jiezhang],
Chen, Y.Y.[Yong-Yong],
Yu, D.X.[Deng-Xiu],
Zhao, Y.P.[Yin-Ping],
Dual Prior Unfolding for Snapshot Compressive Imaging,
CVPR24(25742-25752)
IEEE DOI Code:
WWW Link.
2410
Degradation, Image coding, Costs, Noise reduction, Imaging,
Iterative methods, image restoration
BibRef
Pan, Z.H.[Zheng-Hao],
Zeng, H.J.[Hai-Jin],
Cao, J.Z.[Jie-Zhang],
Zhang, K.[Kai],
Chen, Y.Y.[Yong-Yong],
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative
Spectral Diffusion Model,
CVPR24(25297-25306)
IEEE DOI Code:
WWW Link.
2410
Image coding, Correlation, Noise reduction, Imaging,
Diffusion models, Transformers, Iterative algorithms
BibRef
Saideni, W.[Wael],
Courreges, F.[Fabien],
Helbert, D.[David],
Cances, J.P.[Jean Pierre],
End-to-End Video Snapshot Compressive Imaging using Video
Transformers,
IPTA22(1-6)
IEEE DOI
2206
Deep learning, Image coding, Memory management, Imaging,
Streaming media, Reconstruction algorithms, Transformers,
video compressive sensing
BibRef
Jin, M.Y.[Meng-Ying],
Wei, Z.H.[Zhi-Hui],
Xiao, L.[Liang],
Learning Texture Enhancement Prior with Deep Unfolding Network for
Snapshot Compressive Imaging,
ACCV22(III:357-373).
Springer DOI
2307
BibRef
Wu, Z.L.[Zong-Liang],
Lu, R.Y.[Rui-Ying],
Fu, Y.[Ying],
Yuan, X.[Xin],
Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral
Compressive Imaging,
ECCV24(XXXIII: 164-181).
Springer DOI
2412
BibRef
Yang, C.S.[Cheng-Shuai],
Zhang, S.Y.[Shi-Yu],
Yuan, X.[Xin],
Ensemble Learning Priors Driven Deep Unfolding for Scalable Video
Snapshot Compressive Imaging,
ECCV22(XXIII:600-618).
Springer DOI
2211
BibRef
Wt, Z.Y.[Zhuo-Yuan],
Zhangt, J.[Jian],
Mou, C.[Chong],
Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot
Compressive Imaging,
ICCV21(4872-4881)
IEEE DOI
2203
Adaptation models, Correlation, Codes, Fuses, Computational modeling,
Buildings, Low-level and physics-based vision,
Optimization and learning methods
BibRef
Kerviche, R.[Ronan],
Zhu, N.[Nan],
Ashok, A.[Amit],
Information optimal scalable compressive imager demonstrator,
ICIP14(2177-2179)
IEEE DOI
1502
System delivers high-resolution images from low resolution sensor
with near real-time snapshots.
BibRef
Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Coded Aperture Compressive Sensing .