@article{bb43900,
AUTHOR = "Zhang, M.J. and Li, L. and Guo, J. and Li, Y.S.",
TITLE = "Snapshot Compressive Imaging via Degradation Cue and Spectral Latent
Diffusion",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "4440-4452",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42130"}
@article{bb43901,
AUTHOR = "Zhang, M.J. and Li, M.R. and Guo, J. and Li, Y.S.",
TITLE = "Degradation-Adaptive Denoising: Aligning Diffusion Models With
Physics of Video Snapshot Compressive Imaging",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "5409-5422",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42131"}
@article{bb43902,
AUTHOR = "Yin, J.F. and Tao, C.L. and Hu, B.L. and Wang, Y. and Wang, Q.",
TITLE = "An efficient deep unfolding approach for snapshot compressed imaging
of motion videos",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113554",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42132"}
@inproceedings{bb43903,
AUTHOR = "Li, Z.Y. and Wang, P. and Zhang, H. and Li, Z. and Yuan, X.",
TITLE = "Motion-Aware Reconstruction for Video Snapshot Compressive Imaging",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2002-2007",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42133"}
@inproceedings{bb43904,
AUTHOR = "Cao, M. and Wang, L. and Wang, H. and Yuan, X.",
TITLE = "A Simple Low-bit Quantization Framework for Video Snapshot Compressive
Imaging",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LII: 112-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42134"}
@inproceedings{bb43905,
AUTHOR = "Lv, T. and Hu, L. and Li, S.Q. and Huang, C.L. and Cao, X.",
TITLE = "Efficient Snapshot Spectral Imaging: Calibration-free Parallel
Structure with Aperture Diffraction Fusion",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LI: 93-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42135"}
@inproceedings{bb43906,
AUTHOR = "Zeng, H.J. and Liu, Y.X. and Chen, Y.Y. and Liu, Y. and Peng, C. and Su, J.",
TITLE = "SAH-SCI: Self-supervised Adapter for Efficient Hyperspectral Snapshot
Compressive Imaging",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXIV: 311-328",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42136"}
@inproceedings{bb43907,
AUTHOR = "Zhang, J.C. and Zeng, H.J. and Cao, J. and Chen, Y.Y. and Yu, D.X. and Zhao, Y.P.",
TITLE = "Dual Prior Unfolding for Snapshot Compressive Imaging",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "25742-25752",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42137"}
@inproceedings{bb43908,
AUTHOR = "Pan, Z.H. and Zeng, H.J. and Cao, J.Z. and Zhang, K. and Chen, Y.Y.",
TITLE = "DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative
Spectral Diffusion Model",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "25297-25306",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42138"}
@inproceedings{bb43909,
AUTHOR = "Saideni, W. and Courreges, F. and Helbert, D. and Cances, J.P.",
TITLE = "End-to-End Video Snapshot Compressive Imaging using Video
Transformers",
BOOKTITLE = IPTA22,
YEAR = "2022",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42139"}
@inproceedings{bb43910,
AUTHOR = "Jin, M.Y. and Wei, Z.H. and Xiao, L.",
TITLE = "Learning Texture Enhancement Prior with Deep Unfolding Network for
Snapshot Compressive Imaging",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "III:357-373",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42140"}
@inproceedings{bb43911,
AUTHOR = "Wu, Z.L. and Lu, R.Y. and Fu, Y. and Yuan, X.",
TITLE = "Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral
Compressive Imaging",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXIII: 164-181",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42141"}
@inproceedings{bb43912,
AUTHOR = "Yang, C.S. and Zhang, S.Y. and Yuan, X.",
TITLE = "Ensemble Learning Priors Driven Deep Unfolding for Scalable Video
Snapshot Compressive Imaging",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:600-618",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42142"}
@inproceedings{bb43913,
AUTHOR = "Wt, Z.Y. and Zhangt, J. and Mou, C.",
TITLE = "Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot
Compressive Imaging",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4872-4881",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42143"}
@inproceedings{bb43914,
AUTHOR = "Qiu, H.Q. and Wang, Y. and Meng, D.Y.",
TITLE = "Effective Snapshot Compressive-spectral Imaging via Deep Denoising
and Total Variation Priors",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9123-9132",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42144"}
@inproceedings{bb43915,
AUTHOR = "Kerviche, R. and Zhu, N. and Ashok, A.",
TITLE = "Information optimal scalable compressive imager demonstrator",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "2177-2179",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211snap2.html#TT42145"}
@article{bb43916,
AUTHOR = "Ramirez, A. and Arce, G.R. and Sadler, B.M.",
TITLE = "Spectral Image Unmixing From Optimal Coded-Aperture Compressive
Measurements",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "1",
MONTH = "January",
PAGES = "405-415",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42146"}
@article{bb43917,
AUTHOR = "Ramirez, A. and Arguello, H. and Arce, G.R. and Sadler, B.M.",
TITLE = "Spectral Image Classification From Optimal Coded-Aperture Compressive
Measurements",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "6",
MONTH = "June",
PAGES = "3299-3309",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42147"}
@inproceedings{bb43918,
AUTHOR = "Monsalve, J. and Marquez, M. and Esnaola, I. and Arguello, H.",
TITLE = "Compressive Covariance Matrix Estimation from a Dual-Dispersive Coded
Aperture Spectral Imager",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2823-2827",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42148"}
@article{bb43919,
AUTHOR = "Wang, Y. and Wang, L. and Kong, D. and Yin, B.",
TITLE = "High-Resolution Light Field Capture With Coded Aperture",
JOURNAL = IP,
VOLUME = "24",
YEAR = "2015",
NUMBER = "12",
MONTH = "December",
PAGES = "5609-5618",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42149"}
@article{bb43920,
AUTHOR = "Jiang, H. and Huang, G. and Wilford, P.A.",
TITLE = "Noise analysis for lensless compressive imaging",
JOURNAL = SP:IC,
VOLUME = "36",
YEAR = "2015",
NUMBER = "1",
PAGES = "70-82",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42150"}
@inproceedings{bb43921,
AUTHOR = "Yuan, X. and Huang, G. and Jiang, H. and Wilford, P.A.",
TITLE = "Block-wise lensless compressive camera",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "31-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42151"}
@inproceedings{bb43922,
AUTHOR = "Huang, G. and Jiang, H. and Matthews, K. and Wilford, P.A.",
TITLE = "Lensless imaging by compressive sensing",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "2101-2105",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42152"}
@article{bb43923,
AUTHOR = "Leon Lopez, K.M. and Galvis Carreno, L.V. and Arguello Fuentes, H.",
TITLE = "Temporal Colored Coded Aperture Design in Compressive Spectral Video
Sensing",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "253-264",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42153"}
@article{bb43924,
AUTHOR = "Zhang, Z.H. and Liu, Y.P. and Liu, J. and Wen, F. and Zhu, C.",
TITLE = "AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "1487-1500",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42154"}
@article{bb43925,
AUTHOR = "Chen, Z. and Guo, W.L. and Feng, Y.J. and Li, Y.Q. and Zhao, C.C. and Ren, Y. and Shao, L.",
TITLE = "Deep-Learned Regularization and Proximal Operator for Image
Compressive Sensing",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "7112-7126",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42155"}
@article{bb43926,
AUTHOR = "Chandramouli, P. and Gandikota, K.V. and Goerlitz, A. and Kolb, A. and Moeller, M.",
TITLE = "A Generative Model for Generic Light Field Reconstruction",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "1712-1724",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42156"}
@article{bb43927,
AUTHOR = "Xie, T. and Liu, L.C. and Zhuang, L.",
TITLE = "Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "5326-5339",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42157"}
@inproceedings{bb43928,
AUTHOR = "Suarez Rodriguez, L. and Jacome, R. and Arguello, H.",
TITLE = "Highly Constrained Coded Aperture Imaging Systems Design Via a
Knowledge Distillation Approach",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3993-3999",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42158"}
@inproceedings{bb43929,
AUTHOR = "Zhu, J.C. and Zhao, B.",
TITLE = "Optimized Coded Aperture Design in Compressive Spectral Imaging Via
Coherence Minimization",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1070-1074",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42159"}
@inproceedings{bb43930,
AUTHOR = "Tateishi, K. and Sakai, K. and Tsutake, C. and Takahashi, K. and Fujii, T.",
TITLE = "Factorized Modulation for Singleshot Lightfield Acquisition",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3253-3257",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42160"}
@inproceedings{bb43931,
AUTHOR = "Qu, W. and Zhou, G. and Zhu, H. and Xiao, Z. and Wang, Q. and Vidal, R.",
TITLE = "High angular resolution light field reconstruction with
coded-aperture mask",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "3036-3040",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42161"}
@inproceedings{bb43932,
AUTHOR = "Lee, M.H. and Tai, Y.W.",
TITLE = "Image denoising via coded aperture photography",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2000-2004",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42162"}
@inproceedings{bb43933,
AUTHOR = "Tambe, S. and Veeraraghavan, A. and Agrawal, A.",
TITLE = "Towards Motion Aware Light Field Video for Dynamic Scenes",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "1009-1016",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42163"}
@inproceedings{bb43934,
AUTHOR = "Patel, V.M. and Easley, G.R. and Healy, D.M. and Chellappa, R.",
TITLE = "Compressed sensing for Synthetic Aperture Radar imaging",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2141-2144",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211coap3.html#TT42164"}
@article{bb43935,
AUTHOR = "Yu, N.Y. and Gan, L.",
TITLE = "Convolutional Compressed Sensing Using Decimated Sidelnikov Sequences",
JOURNAL = SPLetters,
VOLUME = "21",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "591-594",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42165"}
@article{bb43936,
AUTHOR = "Fang, J. and Li, J. and Shen, Y. and Li, H. and Li, S.",
TITLE = "Super-Resolution Compressed Sensing: An Iterative Reweighted
Algorithm for Joint Parameter Learning and Sparse Signal Recovery",
JOURNAL = SPLetters,
VOLUME = "21",
YEAR = "2014",
NUMBER = "6",
MONTH = "June",
PAGES = "761-765",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42166"}
@article{bb43937,
AUTHOR = "Yang, J.B. and Liao, X.J. and Yuan, X. and Llull, P. and Brady, D.J. and Sapiro, G. and Carin, L.",
TITLE = "Compressive Sensing by Learning a Gaussian Mixture Model From
Measurements",
JOURNAL = IP,
VOLUME = "24",
YEAR = "2015",
NUMBER = "1",
MONTH = "January",
PAGES = "106-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42167"}
@inproceedings{bb43938,
AUTHOR = "Yang, J.B. and Yuan, X. and Liao, X.J. and Llull, P. and Sapiro, G. and Brady, D.J. and Carin, L.",
TITLE = "Gaussian mixture model for video compressive sensing",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "19-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42168"}
@article{bb43939,
AUTHOR = "Yang, J.B. and Yuan, X. and Liao, X.J. and Llull, P. and Brady, D.J. and Sapiro, G. and Carin, L.",
TITLE = "Video Compressive Sensing Using Gaussian Mixture Models",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "11",
MONTH = "November",
PAGES = "4863-4878",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42169"}
@inproceedings{bb43940,
AUTHOR = "Yuan, X. and Yang, J.B. and Llull, P. and Liao, X.J. and Sapiro, G. and Brady, D.J. and Carin, L.",
TITLE = "Adaptive temporal compressive sensing for video",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "14-18",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42170"}
@article{bb43941,
AUTHOR = "Schwartz, S. and Wong, A. and Clausi, D.A.",
TITLE = "Optimized sampling distribution based on nonparametric learning for
improved compressive sensing performance",
JOURNAL = JVCIR,
VOLUME = "31",
YEAR = "2015",
NUMBER = "1",
PAGES = "26-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42171"}
@article{bb43942,
AUTHOR = "Zayyani, H. and Korki, M. and Marvasti, F.",
TITLE = "Dictionary Learning for Blind One Bit Compressed Sensing",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "187-191",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42172"}
@article{bb43943,
AUTHOR = "Zhang, L. and Wei, W. and Zhang, Y.N. and Shen, C.H. and van den Hengel, A.J. and Shi, Q.F.",
TITLE = "Dictionary Learning for Promoting Structured Sparsity in
Hyperspectral Compressive Sensing",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "12",
MONTH = "December",
PAGES = "7223-7235",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42173"}
@article{bb43944,
AUTHOR = "Zhang, L. and Wei, W. and Zhang, Y.N. and Shen, C.H. and van den Hengel, A.J. and Shi, Q.F.",
TITLE = "Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for
Reconstruction",
JOURNAL = IJCV,
VOLUME = "126",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "797-821",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42174"}
@inproceedings{bb43945,
AUTHOR = "Zhang, L. and Wei, W. and Zhang, Y.N. and Shen, C.H. and van den Hengel, A.J. and Shi, Q.F.",
TITLE = "Cluster Sparsity Field for Hyperspectral Imagery Denoising",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "V: 631-647",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42175"}
@article{bb43946,
AUTHOR = "Zhang, L. and Wei, W. and Tian, C.N. and Li, F. and Zhang, Y.N.",
TITLE = "Exploring Structured Sparsity by a Reweighted Laplace Prior for
Hyperspectral Compressive Sensing",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "10",
MONTH = "October",
PAGES = "4974-4988",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42176"}
@inproceedings{bb43947,
AUTHOR = "Zhang, L. and Wei, W. and Zhang, Y.N. and Tian, C.N. and Li, F.",
TITLE = "Reweighted laplace prior based hyperspectral compressive sensing for
unknown sparsity",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "2274-2281",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42177"}
@article{bb43948,
AUTHOR = "Wei, W. and Zhang, L. and Tian, C.N. and Plaza, A. and Zhang, Y.N.",
TITLE = "Structured Sparse Coding-Based Hyperspectral Imagery Denoising With
Intracluster Filtering",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "6860-6876",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42178"}
@article{bb43949,
AUTHOR = "Wang, C. and Zhang, L. and Wei, W. and Zhang, Y.",
TITLE = "When Low Rank Representation Based Hyperspectral Imagery
Classification Meets Segmented Stacked Denoising Auto-Encoder Based
Spatial-Spectral Feature",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42179"}
@inproceedings{bb43950,
AUTHOR = "Zhang, L. and Wei, W. and Zhang, Y.N. and Li, F. and Shen, C.H. and Shi, Q.F.",
TITLE = "Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity
Prior",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "3550-3558",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42180"}
@article{bb43951,
AUTHOR = "Zhao, Z.F. and Xie, X.M. and Wang, C.Y. and Mao, S.Y. and Liu, W. and Shi, G.M.",
TITLE = "ROI-CSNet: Compressive sensing network for ROI-aware image recovery",
JOURNAL = SP:IC,
VOLUME = "78",
YEAR = "2019",
PAGES = "113-124",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42181"}
@article{bb43952,
AUTHOR = "Kaur, A. and Mishra, D. and Amogh, K.M. and Sarkar, M.",
TITLE = "On-Array Compressive Acquisition in CMOS Image Sensors Using
Accumulated Spatial Gradients",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "523-532",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42182"}
@article{bb43953,
AUTHOR = "Zhou, S.W. and He, Y. and Liu, Y.H. and Li, C.Q. and Zhang, J.M.",
TITLE = "Multi-Channel Deep Networks for Block-Based Image Compressive Sensing",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2627-2640",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42183"}
@article{bb43954,
AUTHOR = "Guo, Y. and Jiang, J.L. and Chen, W.",
TITLE = "Fast bilateral complementary network for deep learning compressed
sensing image reconstruction",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "13",
PAGES = "3485-3498",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42184"}
@article{bb43955,
AUTHOR = "Huang, T. and Yuan, X. and Dong, W.S. and Wu, J.J. and Shi, G.M.",
TITLE = "Deep Gaussian Scale Mixture Prior for Image Reconstruction",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "10778-10794",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42185"}
@inproceedings{bb43956,
AUTHOR = "Huang, T. and Dong, W.S. and Yuan, X. and Wu, J.J. and Shi, G.M.",
TITLE = "Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16211-16220",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42186"}
@article{bb43957,
AUTHOR = "Yang, X. and Yang, C.L.",
TITLE = "MAP-Inspired Deep Unfolding Network for Distributed Compressive Video
Sensing",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "309-313",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42187"}
@article{bb43958,
AUTHOR = "Song, J.C. and Chen, B. and Zhang, J.",
TITLE = "Dynamic Path-Controllable Deep Unfolding Network for Compressive
Sensing",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2202-2214",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42188"}
@article{bb43959,
AUTHOR = "Song, J.C. and Chen, B. and Zhang, J.",
TITLE = "Deep Memory-Augmented Proximal Unrolling Network for Compressive
Sensing",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "1477-1496",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42189"}
@article{bb43960,
AUTHOR = "Ye, D.J. and Ni, Z.K. and Wang, H. and Zhang, J. and Wang, S.Q. and Kwong, S.",
TITLE = "CSformer: Bridging Convolution and Transformer for Compressive Sensing",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2827-2842",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42190"}
@article{bb43961,
AUTHOR = "Yamac, M. and Akpinar, U. and Sahin, E. and Kiranyaz, S. and Gabbouj, M.",
TITLE = "Generalized Tensor Summation Compressive Sensing Network (GTSNET): An
Easy to Learn Compressive Sensing Operation",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "5637-5651",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42191"}
@article{bb43962,
AUTHOR = "Zhang, K.Y. and Hua, Z.Y. and Li, Y.M. and Chen, Y.Y. and Zhou, Y.C.",
TITLE = "AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "5676-5689",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42192"}
@article{bb43963,
AUTHOR = "Xu, H. and Zhang, C. and Kim, I.",
TITLE = "Coupled Online Robust Learning of Observation and Dictionary for
Adaptive Analog-to-Information Conversion",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "139-143",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42193"}
@article{bb43964,
AUTHOR = "Fu, W. and Lu, T. and Li, S.",
TITLE = "Context-Aware Compressed Sensing of Hyperspectral Image",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "268-280",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42194"}
@article{bb43965,
AUTHOR = "Sun, Y.B. and Chen, J.W. and Liu, Q.S. and Liu, B. and Guo, G.D.",
TITLE = "Dual-Path Attention Network for Compressed Sensing Image
Reconstruction",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "9482-9495",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42195"}
@article{bb43966,
AUTHOR = "Sun, Y.B. and Yang, Y. and Liu, Q.S. and Chen, J.W. and Yuan, X.T. and Guo, G.D.",
TITLE = "Learning Non-Locally Regularized Compressed Sensing Network With
Half-Quadratic Splitting",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "3236-3248",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42196"}
@article{bb43967,
AUTHOR = "Shi, W.Z. and Jiang, F. and Liu, S.H. and Zhao, D.B.",
TITLE = "Image Compressed Sensing Using Convolutional Neural Network",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
NUMBER = "1",
PAGES = "375-388",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42197"}
@inproceedings{bb43968,
AUTHOR = "Shi, W.Z. and Jiang, F. and Liu, S.H. and Zhao, D.B.",
TITLE = "Multi-Scale Deep Networks for Image Compressed Sensing",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "46-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42198"}
@article{bb43969,
AUTHOR = "Shi, W.Z. and Liu, S.H. and Jiang, F. and Zhao, D.B.",
TITLE = "Video Compressed Sensing Using a Convolutional Neural Network",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "425-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42199"}
@inproceedings{bb43970,
AUTHOR = "Shi, W.Z. and Jiang, F. and Liu, S.H. and Zhao, D.B.",
TITLE = "Scalable Convolutional Neural Network for Image Compressed Sensing",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "12282-12291",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42200"}
@article{bb43971,
AUTHOR = "Cui, W.X. and Liu, S.H. and Jiang, F. and Zhao, D.B.",
TITLE = "Image Compressed Sensing Using Non-Local Neural Network",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "816-830",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42201"}
@inproceedings{bb43972,
AUTHOR = "Cui, W.X. and Jiang, F. and Gao, X.W. and Tao, W. and Zhao, D.B.",
TITLE = "Deep Neural Network Based Sparse Measurement Matrix for Image
Compressed Sensing",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3883-3887",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42202"}
@article{bb43973,
AUTHOR = "Yang, Y. and Sun, J. and Li, H.B. and Xu, Z.B.",
TITLE = "ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "3",
MONTH = "March",
PAGES = "521-538",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42203"}
@article{bb43974,
AUTHOR = "Su, Y.M. and Lian, Q.S.",
TITLE = "iPiano-Net: Nonconvex optimization inspired multi-scale
reconstruction network for compressed sensing",
JOURNAL = SP:IC,
VOLUME = "89",
YEAR = "2020",
PAGES = "115989",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42204"}
@article{bb43975,
AUTHOR = "Barajas Solano, C. and Ramirez, J.M. and Arguello, H.",
TITLE = "Convolutional sparse coding framework for compressive spectral
imaging",
JOURNAL = JVCIR,
VOLUME = "66",
YEAR = "2020",
PAGES = "102690",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42205"}
@article{bb43976,
AUTHOR = "Barajas Solano, C. and Ramirez, J.M. and Torre, J.I.M. and Arguello, H.",
TITLE = "Compressive Spectral Video Sensing using the Convolutional Sparse
Coding framework CSC4D",
JOURNAL = JVCIR,
VOLUME = "92",
YEAR = "2023",
PAGES = "103782",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42206"}
@inproceedings{bb43977,
AUTHOR = "Rueda, H. and Arguello, H. and Arce, G.R.",
TITLE = "Dual-ARM VIS/NIR compressive spectral imager",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2572-2576",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42207"}
@article{bb43978,
AUTHOR = "Xie, Y.H. and Wang, H.L. and Wang, J.J.",
TITLE = "CMCS-net: Image Compressed Sensing with Convolutional Measurement via
DCNN",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "15",
MONTH = "December",
PAGES = "3839-3850",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42208"}
@article{bb43979,
AUTHOR = "Nguyen, v. and Guicquero, W. and Sicard, G.",
TITLE = "A 1Mb Mixed-Precision Quantized Encoder for Image Classification and
Patch-Based Compression",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "5581-5594",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42209"}
@inproceedings{bb43980,
AUTHOR = "Benjilali, W. and Guicquero, W. and Jacques, L. and Sicard, G.",
TITLE = "Hardware-Friendly Compressive Imaging Based on Random Modulations
Permutations for Image Acquisition and Classification",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2085-2089",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42210"}
@article{bb43981,
AUTHOR = "Chen, B. and Zhang, J.",
TITLE = "Content-Aware Scalable Deep Compressed Sensing",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "5412-5426",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42211"}
@article{bb43982,
AUTHOR = "Xu, S.P. and Cheng, X.H. and Luo, J. and Xiao, N. and Xiong, M.H. and Zhou, C.F.",
TITLE = "Dual-branch deep image prior for image denoising",
JOURNAL = JVCIR,
VOLUME = "93",
YEAR = "2023",
PAGES = "103821",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42212"}
@article{bb43983,
AUTHOR = "Guo, H.F. and Kwong, S. and Jia, C.M. and Wang, S.Q.",
TITLE = "Enhanced Motion Compensation for Deep Video Compression",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "673-677",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42213"}
@article{bb43984,
AUTHOR = "Cui, W.X. and Fan, X.P. and Zhang, J. and Zhao, D.B.",
TITLE = "Deep Unfolding Network for Image Compressed Sensing by
Content-Adaptive Gradient Updating and Deformation-Invariant
Non-Local Modeling",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "4012-4027",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42214"}
@article{bb43985,
AUTHOR = "Gu, Z.F. and Zhou, C. and Lin, G.F.",
TITLE = "A temporal shift reconstruction network for compressive video sensing",
JOURNAL = IET-CV,
VOLUME = "18",
YEAR = "2024",
NUMBER = "4",
PAGES = "448-457",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42215"}
@article{bb43986,
AUTHOR = "Su, Y.M. and Lian, Q.S. and Zhang, D. and Shi, B.S.",
TITLE = "Transformer based Douglas-Rachford unrolling network for compressed
sensing",
JOURNAL = SP:IC,
VOLUME = "127",
YEAR = "2024",
PAGES = "117153",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42216"}
@article{bb43987,
AUTHOR = "Li, W.Q. and Chen, B. and Liu, S. and Zhao, S.J. and Du, B. and Zhang, Y.B. and Zhang, J.",
TITLE = "D3C2-Net: Dual-Domain Deep Convolutional Coding Network for
Compressive Sensing",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9341-9355",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42217"}
@article{bb43988,
AUTHOR = "Chen, B. and Zhang, J.",
TITLE = "Practical Compact Deep Compressed Sensing",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1610-1626",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42218"}
@article{bb43989,
AUTHOR = "Alhejaili, R. and Alfarraj, M. and Al Shaikhi, A.",
TITLE = "Listen to your gradients: Integrating gradients into deep unfolding
networks",
JOURNAL = PRL,
VOLUME = "192",
YEAR = "2025",
PAGES = "99-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42219"}
@article{bb43990,
AUTHOR = "Sheng, X. and Li, L. and Liu, D. and Wang, S.Q.",
TITLE = "Bi-Directional Deep Contextual Video Compression",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "5632-5646",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42220"}
@article{bb43991,
AUTHOR = "Cao, M. and Zheng, S. and Wang, L. and Chen, Z.Y. and Brady, D. and Yuan, X.",
TITLE = "Sparse Transformer for Ultra-Sparse Sampled Video Compressive Sensing",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "1730-1743",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42221"}
@article{bb43992,
AUTHOR = "Xie, Z.H. and Fan, Z.C. and Tang, H.Y. and Liu, L.J. and Jiang, H.",
TITLE = "Leveraging ISTA-inspired Transformer and multi-scale CNN for image
compressive sensing",
JOURNAL = JVCIR,
VOLUME = "118",
YEAR = "2026",
PAGES = "104809",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42222"}
@inproceedings{bb43993,
AUTHOR = "Zhang, H.R. and Yang, C.L.",
TITLE = "Dual-Domain Update and Double-Group Optimization Network for Image
Compressive Sensing",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1286-1290",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42223"}
@inproceedings{bb43994,
AUTHOR = "Beye, F. and Itsumi, H. and Vitthal, C. and Nihei, K.",
TITLE = "Recognition-Aware Deep Video Compression for Remote Surveillance",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1986-1990",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42224"}
@inproceedings{bb43995,
AUTHOR = "Chen, J.W. and Sun, Y.B. and Liu, Q.S. and Huang, R.",
TITLE = "Learning Memory Augmented Cascading Network for Compressed Sensing of
Images",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXII:513-529",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42225"}
@inproceedings{bb43996,
AUTHOR = "Gupta, P.S. and Yuan, X. and Choi, G.S.",
TITLE = "DRCAS: Deep Restoration Network for Hardware Based Compressive
Acquisition Scheme",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "291-295",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42226"}
@inproceedings{bb43997,
AUTHOR = "Pei, H. and Yang, C. and Cao, Y.",
TITLE = "Deep Smoothed Projected Landweber Network for Block-Based Image
Compressive Sensing",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2870-2874",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42227"}
@inproceedings{bb43998,
AUTHOR = "Yamada, M. and Adachi, H. and Horisaki, R. and Sato, I.",
TITLE = "A Comparison of Compressed Sensing and DNN Based Reconstruction For
Ghost Motion Imaging",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2910-2914",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42228"}
@inproceedings{bb43999,
AUTHOR = "Sogabe, Y. and Sugimoto, S. and Kurozumi, T. and Kimata, H.",
TITLE = "ADMM-Inspired Reconstruction Network for Compressive Spectral Imaging",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2865-2869",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42229"}
Last update:Jul 24, 2026 at 15:25:55