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TITLE = "A Connection Between Image Processing and Artificial Neural Networks
Layers Through a Geometric Model of Visual Perception",
BOOKTITLE = SSVM19,
YEAR = "2019",
PAGES = "459-471",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4361"}
@article{bb5666,
AUTHOR = "Pham, D.S.",
TITLE = "On group-wise regularization: Theory and efficient algorithms",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "11",
PAGES = "3728-3738",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4362"}
@article{bb5667,
AUTHOR = "Yang, Z.Z. and Yang, Z.",
TITLE = "Fast linearized alternating direction method of multipliers for the
augmented L1-regularized problem",
JOURNAL = SIViP,
VOLUME = "9",
YEAR = "2015",
NUMBER = "7",
MONTH = "October",
PAGES = "1601-1612",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4363"}
@article{bb5668,
AUTHOR = "Soubies, E. and Blanc Feraud, L. and Aubert, G.",
TITLE = "A Continuous Exact L_0 Penalty (CEL0) for Least Squares Regularized
Problem",
JOURNAL = SIIMS,
VOLUME = "8",
YEAR = "2015",
NUMBER = "3",
PAGES = "1607-1639",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4364"}
@article{bb5669,
AUTHOR = "Aubert, G. and Blanc Feraud, L. and Soubies, E.",
TITLE = "A Continuous Exact L_0 Penalty (CEL0) for Least Squares Regularized
Problem",
JOURNAL = SIIMS,
VOLUME = "9",
YEAR = "2016",
NUMBER = "1",
PAGES = "490-494",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4364"}
@article{bb5670,
AUTHOR = "Zhang, Y. and Ye, W.Z.",
TITLE = "Regularization: Convergence of iterative thresholding algorithm",
JOURNAL = JVCIR,
VOLUME = "33",
YEAR = "2015",
NUMBER = "1",
PAGES = "350-357",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4365"}
@article{bb5671,
AUTHOR = "El Mouatasim, A. and Wakrim, M.",
TITLE = "Control subgradient algorithm for image L_1 regularization",
JOURNAL = SIViP,
VOLUME = "9",
YEAR = "2015",
NUMBER = "1 Supp",
MONTH = "December",
PAGES = "275-283",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4366"}
@article{bb5672,
AUTHOR = "El Mouatasim, A.",
TITLE = "Control proximal gradient algorithm for image L_1 regularization",
JOURNAL = SIViP,
VOLUME = "13",
YEAR = "2019",
NUMBER = "6",
MONTH = "September",
PAGES = "1113-1121",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4367"}
@article{bb5673,
AUTHOR = "Painsky, A. and Rosset, S.",
TITLE = "Cross-Validated Variable Selection in Tree-Based Methods Improves
Predictive Performance",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "2142-2153",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4368"}
@article{bb5674,
AUTHOR = "Tuia, D. and Flamary, R. and Barlaud, M.",
TITLE = "Nonconvex Regularization in Remote Sensing",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "11",
MONTH = "November",
PAGES = "6470-6480",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4369"}
@article{bb5675,
AUTHOR = "Cui, Z.X. and Fan, Q.B. and Dong, Y.C. and Liu, T.",
TITLE = "A nonconvex nonsmooth regularization method with structure tensor
total variation",
JOURNAL = JVCIR,
VOLUME = "43",
YEAR = "2017",
NUMBER = "1",
PAGES = "30-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4370"}
@article{bb5676,
AUTHOR = "Lu, J.W. and Peng, X. and Deng, W.H. and Mian, A.",
TITLE = "Regularization techniques for high-dimensional data analysis",
JOURNAL = IVC,
VOLUME = "60",
YEAR = "2017",
NUMBER = "1",
PAGES = "1-3",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4371"}
@article{bb5677,
AUTHOR = "Benning, M. and Gilboa, G. and Schonlieb, C.B.",
TITLE = "Learning parametrised regularisation functions via
quotient minimisation",
JOURNAL = PAMM,
VOLUME = "16",
YEAR = "2016",
NUMBER = "1",
PAGES = "933-936",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4372"}
@article{bb5678,
AUTHOR = "Brinkmann, E.M. and Burger, M. and Grah, J.S.",
TITLE = "Unified Models for Second-Order TV-Type Regularisation in Imaging:
A New Perspective Based on Vector Operators",
JOURNAL = JMIV,
VOLUME = "61",
YEAR = "2019",
NUMBER = "5",
MONTH = "June",
PAGES = "571-601",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4373"}
@inproceedings{bb5679,
AUTHOR = "Benning, M. and Gilboa, G. and Grah, J.S. and Schonlieb, C.B.",
TITLE = "Learning Filter Functions in Regularisers by Minimising Quotients",
BOOKTITLE = SSVM17,
YEAR = "2017",
PAGES = "511-523",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4374"}
@article{bb5680,
AUTHOR = "Brinkmann, E.M. and Burger, M. and Rasch, J. and Sutour, C.",
TITLE = "Bias Reduction in Variational Regularization",
JOURNAL = JMIV,
VOLUME = "59",
YEAR = "2017",
NUMBER = "3",
MONTH = "November",
PAGES = "534-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4375"}
@article{bb5681,
AUTHOR = "Chen, P.Y. and Liu, S.",
TITLE = "Bias-Variance Tradeoff of Graph Laplacian Regularizer",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "8",
MONTH = "August",
PAGES = "1118-1122",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4376"}
@article{bb5682,
AUTHOR = "Astrom, F. and Schnorr, C.",
TITLE = "A geometric approach for color image regularization",
JOURNAL = CVIU,
VOLUME = "165",
YEAR = "2017",
NUMBER = "1",
PAGES = "43-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4377"}
@inproceedings{bb5683,
AUTHOR = "Astrom, F. and Schnorr, C.",
TITLE = "Double-Opponent Vectorial Total Variation",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "II: 644-659",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4378"}
@inproceedings{bb5684,
AUTHOR = "Yuan, J. and Schnorr, C. and Steidl, G.",
TITLE = "Total-Variation Based Piecewise Affine Regularization",
BOOKTITLE = SSVM09,
YEAR = "2009",
PAGES = "552-564",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4379"}
@article{bb5685,
AUTHOR = "Garrigos, G. and Rosasco, L. and Villa, S.",
TITLE = "Iterative Regularization via Dual Diagonal Descent",
JOURNAL = JMIV,
VOLUME = "60",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "189-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4380"}
@article{bb5686,
AUTHOR = "Bao, C.L. and Barbastathis, G. and Ji, H. and Shen, Z.W. and Zhang, Z.Y.",
TITLE = "Coherence Retrieval Using Trace Regularization",
JOURNAL = SIIMS,
VOLUME = "11",
YEAR = "2018",
NUMBER = "1",
PAGES = "679-706",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4381"}
@article{bb5687,
AUTHOR = "Dey, P. and Nag, K. and Pal, T. and Pal, N.R.",
TITLE = "Regularizing Multilayer Perceptron for Robustness",
JOURNAL = SMCS,
VOLUME = "48",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "1255-1266",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4382"}
@article{bb5688,
AUTHOR = "Ringholm, T. and Lazic, J. and Schonlieb, C.B.",
TITLE = "Variational Image Regularization with Euler's Elastica Using a
Discrete Gradient Scheme",
JOURNAL = SIIMS,
VOLUME = "11",
YEAR = "2018",
NUMBER = "4",
PAGES = "2665-2691",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4383"}
@article{bb5689,
AUTHOR = "Ong, F. and Milanfar, P. and Getreuer, P.",
TITLE = "Local Kernels That Approximate Bayesian Regularization and Proximal
Operators",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "6",
MONTH = "June",
PAGES = "3007-3019",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4384"}
@article{bb5690,
AUTHOR = "Liu, W. and Ma, X. and Zhou, Y. and Tao, D. and Cheng, J.",
TITLE = "p-Laplacian Regularization for Scene Recognition",
JOURNAL = Cyber,
VOLUME = "49",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "2927-2940",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4385"}
@article{bb5691,
AUTHOR = "Calatroni, L. and Lanza, A. and Pragliola, M. and Sgallari, F.",
TITLE = "A Flexible Space-Variant Anisotropic Regularization for Image
Restoration with Automated Parameter Selection",
JOURNAL = SIIMS,
VOLUME = "12",
YEAR = "2019",
NUMBER = "2",
PAGES = "1001-1037",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4386"}
@article{bb5692,
AUTHOR = "Lanza, A. and Morigi, S. and Selesnick, I. and Sgallari, F.",
TITLE = "Sparsity-Inducing Nonconvex Nonseparable Regularization for Convex
Image Processing",
JOURNAL = SIIMS,
VOLUME = "12",
YEAR = "2019",
NUMBER = "2",
PAGES = "1099-1134",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4387"}
@article{bb5693,
AUTHOR = "Ciak, R. and Melching, M. and Scherzer, O.",
TITLE = "Regularization with Metric Double Integrals of Functions with Values in
a Set of Vectors",
JOURNAL = JMIV,
VOLUME = "61",
YEAR = "2019",
NUMBER = "6",
MONTH = "July",
PAGES = "824-848",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4388"}
@article{bb5694,
AUTHOR = "Sun, X. and Chen, B. and Sun, H.",
TITLE = "Robust Image Compressive Sensing Based on Truncated Cauchy Loss and
Nonlocal Low-Rank Regularization",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "1842-1846",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4389"}
@article{bb5695,
AUTHOR = "Parisotto, S. and Masnou, S. and Schonlieb, C.B.",
TITLE = "Higher-Order Total Directional Variation: Analysis",
JOURNAL = SIIMS,
VOLUME = "13",
YEAR = "2020",
NUMBER = "1",
PAGES = "474-496",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4390"}
@article{bb5696,
AUTHOR = "Parisotto, S. and Lellmann, J. and Masnou, S. and Schonlieb, C.B.",
TITLE = "Higher-Order Total Directional Variation: Imaging Applications",
JOURNAL = SIIMS,
VOLUME = "13",
YEAR = "2020",
NUMBER = "4",
PAGES = "2063-2104",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4391"}
@inproceedings{bb5697,
AUTHOR = "Bednarski, D. and Lellmann, J.",
TITLE = "Inverse Scale Space Iterations for Non-convex Variational Problems
Using Functional Lifting",
BOOKTITLE = SSVM21,
YEAR = "2021",
PAGES = "229-241",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4392"}
@article{bb5698,
AUTHOR = "Wen, F. and Ying, R. and Liu, P. and Qiu, R.C.",
TITLE = "Robust PCA Using Generalized Nonconvex Regularization",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1497-1510",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4393"}
@article{bb5699,
AUTHOR = "Chu, Y. and Chan, S.C. and Zhou, Y. and Wu, M.",
TITLE = "A New Diffusion Variable Spatial Regularized QRRLS Algorithm",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "995-999",
BIBSOURCE = "http://www.visionbib.com/bibliography/compute42.html#TT4394"}
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