@inproceedings{bb44300,
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#TT42520"}
@article{bb44301,
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#TT42521"}
@article{bb44302,
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#TT42522"}
@article{bb44303,
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#TT42523"}
@inproceedings{bb44304,
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#TT42524"}
@article{bb44305,
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#TT42525"}
@inproceedings{bb44306,
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#TT42526"}
@article{bb44307,
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#TT42527"}
@article{bb44308,
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#TT42528"}
@article{bb44309,
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#TT42529"}
@article{bb44310,
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#TT42530"}
@inproceedings{bb44311,
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#TT42531"}
@article{bb44312,
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#TT42532"}
@inproceedings{bb44313,
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#TT42533"}
@article{bb44314,
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#TT42534"}
@article{bb44315,
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#TT42535"}
@inproceedings{bb44316,
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#TT42536"}
@article{bb44317,
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#TT42537"}
@article{bb44318,
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#TT42538"}
@article{bb44319,
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#TT42539"}
@article{bb44320,
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#TT42540"}
@article{bb44321,
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#TT42541"}
@inproceedings{bb44322,
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#TT42542"}
@article{bb44323,
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#TT42543"}
@article{bb44324,
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#TT42544"}
@article{bb44325,
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#TT42545"}
@article{bb44326,
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#TT42546"}
@article{bb44327,
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#TT42547"}
@article{bb44328,
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#TT42548"}
@article{bb44329,
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#TT42549"}
@article{bb44330,
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#TT42550"}
@article{bb44331,
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#TT42551"}
@article{bb44332,
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#TT42552"}
@article{bb44333,
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#TT42553"}
@inproceedings{bb44334,
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#TT42554"}
@article{bb44335,
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#TT42555"}
@inproceedings{bb44336,
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#TT42556"}
@article{bb44337,
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#TT42557"}
@inproceedings{bb44338,
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#TT42558"}
@article{bb44339,
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#TT42559"}
@article{bb44340,
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#TT42560"}
@article{bb44341,
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#TT42561"}
@article{bb44342,
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#TT42562"}
@inproceedings{bb44343,
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#TT42563"}
@article{bb44344,
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#TT42564"}
@article{bb44345,
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#TT42565"}
@inproceedings{bb44346,
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#TT42566"}
@article{bb44347,
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#TT42567"}
@article{bb44348,
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#TT42568"}
@article{bb44349,
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#TT42569"}
@article{bb44350,
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#TT42570"}
@article{bb44351,
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#TT42571"}
@article{bb44352,
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#TT42572"}
@article{bb44353,
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#TT42573"}
@article{bb44354,
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#TT42574"}
@article{bb44355,
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#TT42575"}
@article{bb44356,
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#TT42576"}
@article{bb44357,
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#TT42577"}
@article{bb44358,
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#TT42578"}
@article{bb44359,
AUTHOR = "Song, H.P. and Zhang, L.L. and Gong, J.Y. and Jia, H.J. and Shen, X.J. and Gou, J.P. and Lai, Y.P. and Meng, H.Y.",
TITLE = "Multi-scale sampling and windowed sparse self-attention
reconstruction network for image compressive sensing",
JOURNAL = IVC,
VOLUME = "175",
YEAR = "2026",
PAGES = "106181",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211nnc2.html#TT42579"}
@inproceedings{bb44360,
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#TT42580"}
@inproceedings{bb44361,
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#TT42581"}
@inproceedings{bb44362,
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#TT42582"}
@inproceedings{bb44363,
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#TT42583"}
@inproceedings{bb44364,
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#TT42584"}
@inproceedings{bb44365,
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#TT42585"}
@inproceedings{bb44366,
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#TT42586"}
@inproceedings{bb44367,
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#TT42587"}
@inproceedings{bb44368,
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#TT42588"}
@inproceedings{bb44369,
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#TT42589"}
@inproceedings{bb44370,
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#TT42590"}
@inproceedings{bb44371,
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#TT42591"}
@inproceedings{bb44372,
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#TT42592"}
@inproceedings{bb44373,
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#TT42593"}
@inproceedings{bb44374,
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#TT42594"}
@inproceedings{bb44375,
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#TT42595"}
@inproceedings{bb44376,
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#TT42596"}
@inproceedings{bb44377,
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#TT42597"}
@inproceedings{bb44378,
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#TT42598"}
@inproceedings{bb44379,
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#TT42599"}
@inproceedings{bb44380,
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#TT42600"}
@article{bb44381,
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#TT42601"}
@inproceedings{bb44382,
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#TT42602"}
@article{bb44383,
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#TT42603"}
@article{bb44384,
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#TT42604"}
@inproceedings{bb44385,
AUTHOR = "Neff, R. and Zakhor, A.",
TITLE = "Adaptive Modulus Quantizer Design for Matching Pursuit Video Coding",
BOOKTITLE = ICIP99,
YEAR = "1999",
PAGES = "II:81-85",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42605"}
@article{bb44386,
AUTHOR = "Neff, R. and Zakhor, A.",
TITLE = "Matching Pursuit Video Coding. I: Dictionary Approximation",
JOURNAL = CirSysVideo,
VOLUME = "12",
YEAR = "2002",
NUMBER = "1",
MONTH = "January",
PAGES = "13-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42606"}
@article{bb44387,
AUTHOR = "Zakhor, A. and Neff, R.",
TITLE = "Matching Pursuit Video Coding. I: Dictionary Approximation",
JOURNAL = CirSysVideo,
VOLUME = "12",
YEAR = "2002",
NUMBER = "3",
MONTH = "March",
PAGES = "212-212",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42606"}
@inproceedings{bb44388,
AUTHOR = "Neff, R. and Zakhor, A.",
TITLE = "Dictionary Approximation for Matching Pursuit Video Coding",
BOOKTITLE = ICIP00,
YEAR = "2000",
PAGES = "Vol II: 828-831",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42607"}
@article{bb44389,
AUTHOR = "Neff, R. and Zakhor, A.",
TITLE = "Matching-Pursuit Video Coding. II:
Operational Models for Rate and Distortion",
JOURNAL = CirSysVideo,
VOLUME = "12",
YEAR = "2002",
NUMBER = "1",
MONTH = "January",
PAGES = "27-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42608"}
@article{bb44390,
AUTHOR = "Tang, X.Y. and Zakhor, A.",
TITLE = "Matching Pursuits Multiple Description Coding for Wireless Video",
JOURNAL = CirSysVideo,
VOLUME = "12",
YEAR = "2002",
NUMBER = "6",
MONTH = "June",
PAGES = "566-575",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42609"}
@inproceedings{bb44391,
AUTHOR = "Zakhor, A. and Tang, X.Y.",
TITLE = "Matching Pursuits Multiple Description Coding for Wireless Video",
BOOKTITLE = ICIP01,
YEAR = "2001",
PAGES = "I: 926-929",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42609"}
@inproceedings{bb44392,
AUTHOR = "Nguyen, T. and Zakhor, A.",
TITLE = "Matching pursuits based multiple description video coding for lossy
environments",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "I: 57-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42610"}
@article{bb44393,
AUTHOR = "de Vleeschouwer, C. and Zakhor, A.",
TITLE = "In-loop atom modulus quantization for matching pursuit and its
application to video coding",
JOURNAL = IP,
VOLUME = "12",
YEAR = "2003",
NUMBER = "10",
MONTH = "October",
PAGES = "1226-1242",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42611"}
@inproceedings{bb44394,
AUTHOR = "de Vleeschouwer, C. and Zakhor, A.",
TITLE = "Atom modulus quantization for matching pursuit video coding",
BOOKTITLE = ICIP02,
YEAR = "2002",
PAGES = "III: 681-684",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42612"}
@article{bb44395,
AUTHOR = "Moshtaghpour, A. and Jacques, L. and Cambareri, V. and Degraux, K. and de Vleeschouwer, C.",
TITLE = "Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized
Compressed Sensing",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "1",
MONTH = "January",
PAGES = "25-29",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42613"}
@inproceedings{bb44396,
AUTHOR = "Gonzalez, A. and Jiang, H. and Huang, G. and Jacques, L.",
TITLE = "Multi-resolution compressive sensing reconstruction",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2529-2533",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42614"}
@inproceedings{bb44397,
AUTHOR = "Garrigues, P. and Zakhor, A.",
TITLE = "Atom Position Coding in a Matching Pursuit Based Video Coder",
BOOKTITLE = VLBV05,
YEAR = "2005",
PAGES = "153-160",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42615"}
@article{bb44398,
AUTHOR = "Schmid Saugeon, P. and Zakhor, A.",
TITLE = "Dictionary Design for Matching Pursuit and Application to
Motion-Compensated Video Coding",
JOURNAL = CirSysVideo,
VOLUME = "14",
YEAR = "2004",
NUMBER = "6",
MONTH = "June",
PAGES = "880-886",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42616"}
@inproceedings{bb44399,
AUTHOR = "Miloslavsky, E. and Zakhor, A.",
TITLE = "Rate control for layered video compression using matching pursuits",
BOOKTITLE = ICIP99,
YEAR = "1999",
PAGES = "II:357-361",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc211.html#TT42617"}
Last update:Oct 8, 2026 at 11:03:09