@inproceedings{bb44000,
        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#TT42230"}

@article{bb44001,
        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#TT42231"}

@article{bb44002,
        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#TT42232"}

@inproceedings{bb44003,
        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#TT42233"}

@inproceedings{bb44004,
        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#TT42234"}

@article{bb44005,
        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#TT42235"}

@article{bb44006,
        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#TT42236"}

@article{bb44007,
        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#TT42237"}

@article{bb44008,
        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#TT42238"}

@article{bb44009,
        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#TT42239"}

@inproceedings{bb44010,
        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#TT42240"}

@inproceedings{bb44011,
        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#TT42241"}

@inproceedings{bb44012,
        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#TT42242"}

@inproceedings{bb44013,
        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#TT42243"}

@inproceedings{bb44014,
        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#TT42244"}

@inproceedings{bb44015,
        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#TT42245"}

@inproceedings{bb44016,
        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#TT42246"}

@article{bb44017,
        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#TT42247"}

@article{bb44018,
        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#TT42248"}

@article{bb44019,
        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#TT42249"}

@inproceedings{bb44020,
        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#TT42250"}

@article{bb44021,
        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#TT42251"}

@inproceedings{bb44022,
        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#TT42252"}

@article{bb44023,
        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#TT42253"}

@article{bb44024,
        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#TT42254"}

@article{bb44025,
        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#TT42255"}

@article{bb44026,
        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#TT42256"}

@inproceedings{bb44027,
        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#TT42257"}

@article{bb44028,
        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#TT42258"}

@inproceedings{bb44029,
        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#TT42259"}

@article{bb44030,
        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#TT42260"}

@article{bb44031,
        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#TT42261"}

@inproceedings{bb44032,
        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#TT42262"}

@article{bb44033,
        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#TT42263"}

@article{bb44034,
        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#TT42264"}

@article{bb44035,
        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#TT42265"}

@article{bb44036,
        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#TT42266"}

@article{bb44037,
        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#TT42267"}

@inproceedings{bb44038,
        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#TT42268"}

@article{bb44039,
        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#TT42269"}

@article{bb44040,
        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#TT42270"}

@article{bb44041,
        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#TT42271"}

@article{bb44042,
        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#TT42272"}

@article{bb44043,
        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#TT42273"}

@article{bb44044,
        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#TT42274"}

@article{bb44045,
        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#TT42275"}

@article{bb44046,
        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#TT42276"}

@article{bb44047,
        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#TT42277"}

@article{bb44048,
        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#TT42278"}

@article{bb44049,
        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#TT42279"}

@inproceedings{bb44050,
        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#TT42280"}

@article{bb44051,
        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#TT42281"}

@inproceedings{bb44052,
        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#TT42282"}

@article{bb44053,
        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#TT42283"}

@inproceedings{bb44054,
        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#TT42284"}

@article{bb44055,
        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#TT42285"}

@article{bb44056,
        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#TT42286"}

@article{bb44057,
        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#TT42287"}

@article{bb44058,
        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#TT42288"}

@inproceedings{bb44059,
        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#TT42289"}

@article{bb44060,
        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#TT42290"}

@article{bb44061,
        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#TT42291"}

@inproceedings{bb44062,
        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#TT42292"}

@article{bb44063,
        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#TT42293"}

@article{bb44064,
        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#TT42294"}

@article{bb44065,
        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#TT42295"}

@article{bb44066,
        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#TT42296"}

@article{bb44067,
        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#TT42297"}

@article{bb44068,
        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#TT42298"}

@article{bb44069,
        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#TT42299"}

@article{bb44070,
        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#TT42300"}

@article{bb44071,
        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#TT42301"}

@article{bb44072,
        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#TT42302"}

@article{bb44073,
        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#TT42303"}

@article{bb44074,
        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#TT42304"}

@inproceedings{bb44075,
        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#TT42305"}

@inproceedings{bb44076,
        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#TT42306"}

@inproceedings{bb44077,
        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#TT42307"}

@inproceedings{bb44078,
        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#TT42308"}

@inproceedings{bb44079,
        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#TT42309"}

@inproceedings{bb44080,
        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#TT42310"}

@inproceedings{bb44081,
        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#TT42311"}

@inproceedings{bb44082,
        AUTHOR = "Li, W. and Li, S. and Liu, R.",
        TITLE = "Channel Shuffle Reconstruction Network for Image Compressive Sensing",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2880-2884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42312"}

@inproceedings{bb44083,
        AUTHOR = "Yuan, X. and Ren, L.L. and Lu, J.W. and Zhou, J.",
        TITLE = "Enhanced Bayesian Compression via Deep Reinforcement Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6939-6948",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42313"}

@inproceedings{bb44084,
        AUTHOR = "Xie, Y. and Wang, Z. and Pei, W. and Tang, G.",
        TITLE = "Fast Approximation of Non-Negative Sparse Recovery via Deep Learning",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2921-2925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42314"}

@inproceedings{bb44085,
        AUTHOR = "Reddy K, P.K. and Chaudhury, K.N.",
        TITLE = "Learning Iteration-Dependent Denoisers for Model-Consistent
Compressive Sensing",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2090-2094",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42315"}

@inproceedings{bb44086,
        AUTHOR = "Canh, T.N. and Jeon, B.",
        TITLE = "Difference of Convolution for Deep Compressive Sensing",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2105-2109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42316"}

@inproceedings{bb44087,
        AUTHOR = "Liu, R. and Li, S. and Hou, C.",
        TITLE = "An End-to-End Multi-Scale Residual Reconstruction Network for Image
Compressive Sensing",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2070-2074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42317"}

@inproceedings{bb44088,
        AUTHOR = "Cui, W.X. and Liu, S.H. and Zhang, S.P. and Liu, Y.S. and Xu, H.Y. and Gao, X.W. and Jiang, F. and Zhao, D.B.",
        TITLE = "Classification Guided Deep Convolutional Network for Compressed
Sensing",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2905-2910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42318"}

@inproceedings{bb44089,
        AUTHOR = "Du, J. and Xie, X.M. and Wang, C.Y. and Shi, G.M.",
        TITLE = "Color Image Reconstruction with Perceptual Compressive Sensing",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1512-1517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42319"}

@inproceedings{bb44090,
        AUTHOR = "Zhang, J. and Ghanem, B.",
        TITLE = "ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image
Compressive Sensing",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1828-1837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42320"}

@inproceedings{bb44091,
        AUTHOR = "Dave, A. and Kumar, A. and Vadathya and Mitra, K.",
        TITLE = "Compressive image recovery using recurrent generative model",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1702-1706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42321"}

@inproceedings{bb44092,
        AUTHOR = "Yuan, X. and Pu, Y.",
        TITLE = "Convolutional factor analysis inspired compressive sensing",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "550-554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42322"}

@inproceedings{bb44093,
        AUTHOR = "Perdios, D. and Besson, A. and Rossinelli, P. and Thiran, J.P.",
        TITLE = "Learning the weight matrix for sparsity averaging in compressive
imaging",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3056-3060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42323"}

@inproceedings{bb44094,
        AUTHOR = "Lohit, S. and Kulkarni, K. and Turaga, P.K.",
        TITLE = "Direct inference on compressive measurements using convolutional
neural networks",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1913-1917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42324"}

@inproceedings{bb44095,
        AUTHOR = "Lohit, S. and Kulkarni, K. and Turaga, P.K. and Wang, J. and Sankaranarayanan, A.C.",
        TITLE = "Reconstruction-free inference on compressive measurements",
        BOOKTITLE = CCD15,
        YEAR = "2015",
        PAGES = "16-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42325"}

@article{bb44096,
        AUTHOR = "Neff, R. and Zakhor, A.",
        TITLE = "Very-Low Bit-Rate Video Coding Based on Matching Pursuits",
        JOURNAL = CirSysVideo,
        VOLUME = "7",
        YEAR = "1997",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "158-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42326"}

@inproceedings{bb44097,
        AUTHOR = "Neff, R. and Nomura, T. and Zakhor, A.",
        TITLE = "Decoder complexity and performance comparison of matching pursuit and
DCT-based MPEG-4 video codecs",
        BOOKTITLE = ICIP98,
        YEAR = "1998",
        PAGES = "I: 783-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42327"}

@article{bb44098,
        AUTHOR = "Al Shaykh, O.K. and Miloslavsky, E. and Nomura, T. and Neff, R. and Zakhor, A.",
        TITLE = "Video Compression Using Matching Pursuits",
        JOURNAL = CirSysVideo,
        VOLUME = "9",
        YEAR = "1999",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42328"}

@article{bb44099,
        AUTHOR = "Neff, R. and Zakhor, A.",
        TITLE = "Modulus Quantization for Matching-Pursuit Video Coding",
        JOURNAL = CirSysVideo,
        VOLUME = "10",
        YEAR = "2000",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "895-912",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42329"}

Last update:Aug 19, 2026 at 13:26:35