@inproceedings{bb115000,
        AUTHOR = "Saragih, J.M.",
        TITLE = "Principal regression analysis",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2881-2888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111281"}

@inproceedings{bb115001,
        AUTHOR = "Raman, S. and Roth, V.",
        TITLE = "Sparse Point Estimation for Bayesian Regression via Simulated Annealing",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "317-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111282"}

@inproceedings{bb115002,
        AUTHOR = "Raman, S. and Roth, V.",
        TITLE = "Sparse Bayesian Regression for Grouped Variables in Generalized Linear
Models",
        BOOKTITLE = DAGM09,
        YEAR = "2009",
        PAGES = "242-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111283"}

@inproceedings{bb115003,
        AUTHOR = "Hong, Y. and Shi, Y. and Styner, M. and Sanchez, M. and Niethammer, M.",
        TITLE = "Simple Geodesic Regression for Image Time-Series",
        BOOKTITLE = WBIR12,
        YEAR = "2012",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111284"}

@inproceedings{bb115004,
        AUTHOR = "Kramer, O.",
        TITLE = "On Evolutionary Approaches to Unsupervised Nearest Neighbor Regression",
        BOOKTITLE = EvoIASP12,
        YEAR = "2012",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111285"}

@inproceedings{bb115005,
        AUTHOR = "Mitra, K. and Veeraraghavan, A. and Chellappa, R.",
        TITLE = "Robust RVM regression using sparse outlier model",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1887-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111286"}

@inproceedings{bb115006,
        AUTHOR = "Yang, G. and Xu, X. and Jin, H.X.",
        TITLE = "Semi-Supervised Regression via Local Block Coordinate",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111287"}

@inproceedings{bb115007,
        AUTHOR = "Ding, L. and Bai, X.L.",
        TITLE = "Adaptive Laplacian eigenfunctions as bases for regression analysis",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111288"}

@article{bb115008,
        AUTHOR = "Komodakis, N. and Tziritas, G. and Paragios, N.",
        TITLE = "Performance vs computational efficiency for optimizing single and
dynamic MRFs: Setting the state of the art with primal-dual strategies",
        JOURNAL = CVIU,
        VOLUME = "112",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "14-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111289"}

@inproceedings{bb115009,
        AUTHOR = "Komodakis, N. and Tziritas, G. and Paragios, N.",
        TITLE = "Fast, Approximately Optimal Solutions for Single and Dynamic MRFs",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111290"}

@inproceedings{bb115010,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Optimization via Dual Decomposition: Message-Passing Revisited",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111291"}

@article{bb115011,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Energy Minimization and Beyond via Dual Decomposition",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "531-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111292"}

@inproceedings{bb115012,
        AUTHOR = "Komodakis, N.",
        TITLE = "Efficient training for pairwise or higher order CRFs via dual
decomposition",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1841-1848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111293"}

@inproceedings{bb115013,
        AUTHOR = "Komodakis, N.",
        TITLE = "Learning to cluster using high order graphical models with latent
variables",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "73-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111294"}

@inproceedings{bb115014,
        AUTHOR = "Komodakis, N. and Paragios, N.",
        TITLE = "Beyond pairwise energies: Efficient optimization for higher-order MRFs",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2985-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111295"}

@inproceedings{bb115015,
        AUTHOR = "Komodakis, N. and Paragios, N.",
        TITLE = "Beyond Loose LP-Relaxations: Optimizing MRFs by Repairing Cycles",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "III: 806-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111296"}

@inproceedings{bb115016,
        AUTHOR = "Komodakis, N.",
        TITLE = "Towards More Efficient and Effective LP-Based Algorithms for MRF
Optimization",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 520-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111297"}

@article{bb115017,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Global Interactions In Random Field Models:
A Potential Function Ensuring Connectedness",
        JOURNAL = SIIMS,
        VOLUME = "3",
        YEAR = "2010",
        NUMBER = "4",
        PAGES = "1048-1074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111298"}

@inproceedings{bb115018,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Global connectivity potentials for random field models",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "818-825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111299"}

@article{bb115019,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "A novel MAP-MRF approach for multispectral image contextual
classification using combination of suboptimal iterative algorithms",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1795-1808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111300"}

@inproceedings{bb115020,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "On the asymptotic variances of Gaussian Markov Random Field model
hyperparameters in stochastic image modeling",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111301"}

@inproceedings{bb115021,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "A novel pseudo-likelihood equation for Potts MRF model parameter
estimation in image analysis",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1828-1831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111302"}

@inproceedings{bb115022,
        AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.",
        TITLE = "Improving Potts MRF model parameter estimation using higher-order
neighborhood systems on stochastic image modeling",
        BOOKTITLE = WSSIP08,
        YEAR = "2008",
        PAGES = "385-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111303"}

@article{bb115023,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "A hybrid approach for MRF optimization problems: Combination of
stochastic sampling and deterministic algorithms",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1623-1637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111304"}

@inproceedings{bb115024,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "Continuous Markov Random Field Optimization Using Fusion Move Driven
Markov Chain Monte Carlo Technique",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1364-1367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111305"}

@inproceedings{bb115025,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "Markov Chain Monte Carlo combined with deterministic methods for Markov
random field optimization",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1406-1413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111306"}

@inproceedings{bb115026,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "MRF optimization by graph approximation",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "1063-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111307"}

@inproceedings{bb115027,
        AUTHOR = "Kim, W.S. and Lee, K.M.",
        TITLE = "Scanline Sampler without Detailed Balance:
An Efficient MCMC for MRF Optimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1354-1361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111308"}

@article{bb115028,
        AUTHOR = "Lai, M.J. and Yin, W.T.",
        TITLE = "Augmented L_1 and Nuclear-Norm Models with a Globally Linearly
Convergent Algorithm",
        JOURNAL = SIIMS,
        VOLUME = "6",
        YEAR = "2013",
        NUMBER = "2",
        PAGES = "1059-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111309"}

@article{bb115029,
        AUTHOR = "Fritsche, C. and Orguner, U. and Svensson, L. and Gustafsson, F.",
        TITLE = "The Marginal Enumeration Bayesian Cramer-Rao Bound for
Jump Markov Systems",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "464-468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111310"}

@article{bb115030,
        AUTHOR = "Fritsche, C. and Gustafsson, F.",
        TITLE = "The Marginal Bayesian Cramer-Rao Bound for Jump Markov Systems",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "575-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111311"}

@article{bb115031,
        AUTHOR = "Jiang, X.Y. and Wu, F. and Zhang, Y. and Tang, S.L. and Lu, W.M. and Zhuang, Y.T.",
        TITLE = "The classification of multi-modal data with hidden conditional random
field",
        JOURNAL = PRL,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111312"}

@article{bb115032,
        AUTHOR = "Lu, C.Y. and Lin, Z.C. and Yan, S.C.",
        TITLE = "Smoothed Low Rank and Sparse Matrix Recovery by Iteratively
Reweighted Least Squares Minimization",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "646-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111313"}

@article{bb115033,
        AUTHOR = "Lu, C.Y. and Tang, J.H. and Yan, S.C. and Lin, Z.C.",
        TITLE = "Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted
Nuclear Norm",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "829-839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111314"}

@inproceedings{bb115034,
        AUTHOR = "Lu, C.Y. and Tang, J.H. and Yan, S.C. and Lin, Z.C.",
        TITLE = "Generalized Nonconvex Nonsmooth Low-Rank Minimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "4130-4137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111315"}

@article{bb115035,
        AUTHOR = "Lu, P. and Peng, X.J. and Zhu, X.S. and Li, R.F.",
        TITLE = "Finding more relevance:
Propagating similarity on Markov random field for object retrieval",
        JOURNAL = SP:IC,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "54-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111316"}

@article{bb115036,
        AUTHOR = "Song, D.J. and Liu, W. and Zhou, T.Y. and Tao, D.C. and Meyer, D.A.",
        TITLE = "Efficient Robust Conditional Random Fields",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3124-3136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111317"}

@article{bb115037,
        AUTHOR = "Bousmalis, K. and Zafeiriou, S.P. and Morency, L. and Pantic, M. and Ghahramani, Z.",
        TITLE = "Variational Infinite Hidden Conditional Random Fields",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1917-1929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111318"}

@article{bb115038,
        AUTHOR = "Kappes, J.H. and Speth, M. and Reinelt, G. and Schnorr, C.",
        TITLE = "Higher-order segmentation via multicuts",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "104-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111319"}

@inproceedings{bb115039,
        AUTHOR = "Kappes, J.H. and Speth, M. and Reinelt, G. and Schnorr, C.",
        TITLE = "Towards Efficient and Exact MAP-Inference for Large Scale Discrete
Computer Vision Problems via Combinatorial Optimization",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1752-1758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111320"}

@article{bb115040,
        AUTHOR = "Zivkovic, Z.",
        TITLE = "Gentle ICM energy minimization for Markov random fields with
smoothness-based priors",
        JOURNAL = RealTimeIP,
        VOLUME = "11",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "235-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111321"}

@article{bb115041,
        AUTHOR = "Khandelwal, D. and Bhatia, K. and Arora, C. and Singla, P.",
        TITLE = "Lazy Generic Cuts",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "80-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111322"}

@article{bb115042,
        AUTHOR = "Ha, J. and Jeong, H.",
        TITLE = "A fast scanning based message receiving method on four directed
acyclic subgraphs",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "161-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111323"}

@article{bb115043,
        AUTHOR = "Nguyen, L.V. and Kodagoda, S. and Ranasinghe, R.",
        TITLE = "Spatial Sensor Selection via Gaussian Markov Random Fields",
        JOURNAL = SMCS,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1226-1239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111324"}

@article{bb115044,
        AUTHOR = "Hovhannisyan, V. and Parpas, P. and Zafeiriou, S.P.",
        TITLE = "MAGMA: Multilevel Accelerated Gradient Mirror Descent Algorithm for
Large-Scale Convex Composite Minimization",
        JOURNAL = SIIMS,
        VOLUME = "9",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "1829-1857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111325"}

@inproceedings{bb115045,
        AUTHOR = "Luong, D.V.N. and Parpas, P. and Rueckert, D. and Rustem, B.",
        TITLE = "Solving MRF Minimization by Mirror Descent",
        BOOKTITLE = ISVC12,
        YEAR = "2012",
        PAGES = "I: 587-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111326"}

@article{bb115046,
        AUTHOR = "Franca, G. and Bento, J.",
        TITLE = "Markov Chain Lifting and Distributed ADMM",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "294-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111327"}

@article{bb115047,
        AUTHOR = "Llorente, F. and Martino, L. and Delgado, D.",
        TITLE = "Parallel Metropolis-Hastings Coupler",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "953-957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111328"}

@article{bb115048,
        AUTHOR = "Huang, X. and Xu, S. and Zhang, C. and Zhang, J.",
        TITLE = "Robust CP Tensor Factorization With Skew Noise",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "785-789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111329"}

@article{bb115049,
        AUTHOR = "Yang, X. and Liu, Z.Y.",
        TITLE = "A Doubly Graduated Method for Inference in Markov Random Field",
        JOURNAL = SIIMS,
        VOLUME = "14",
        YEAR = "2021",
        NUMBER = "3",
        PAGES = "1354-1373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111330"}

@inproceedings{bb115050,
        AUTHOR = "Wang, Z.H. and Liu, T. and Shi, Q.F. and Kumar, M.P. and Zhang, J.H.",
        TITLE = "New Convex Relaxations for MRF Inference With Unknown Graphs",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9934-9942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111331"}

@inproceedings{bb115051,
        AUTHOR = "Domokos, C. and Schmidt, F.R. and Cremers, D.",
        TITLE = "MRF Optimization with Separable Convex Prior on Partially Ordered
Labels",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 341-356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111332"}

@inproceedings{bb115052,
        AUTHOR = "Khandelwal, D. and Singla, P. and Arora, C.",
        TITLE = "Learning Higher Order Potentials for MRFs",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "812-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111333"}

@inproceedings{bb115053,
        AUTHOR = "Xie, J.W. and Xu, Y.F. and Nijkamp, E. and Wu, Y.N. and Zhu, S.C.",
        TITLE = "Generative Hierarchical Learning of Sparse FRAME Models",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "1933-1941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111334"}

@inproceedings{bb115054,
        AUTHOR = "Pagnozzi, A.M. and Dowson, N. and Bradley, A.P. and Boyd, R.N. and Bourgeat, P. and Rose, S.",
        TITLE = "Expectation-Maximization with Image-Weighted Markov Random Fields to
Handle Severe Pathology",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111335"}

@inproceedings{bb115055,
        AUTHOR = "Meir, O. and Galun, M. and Yagev, S. and Basri, R. and Yavneh, I.",
        TITLE = "A Multiscale Variable-Grouping Framework for MRF Energy Minimization",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1805-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111336"}

@inproceedings{bb115056,
        AUTHOR = "Li, Y. and Min, D. and Brown, M.S. and Do, M.N. and Lu, J.",
        TITLE = "SPM-BP: Sped-Up PatchMatch Belief Propagation for Continuous MRFs",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4006-4014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111337"}

@inproceedings{bb115057,
        AUTHOR = "Ahmed, F. and Tarlow, D. and Batra, D.",
        TITLE = "Optimizing Expected Intersection-Over-Union with
Candidate-Constrained CRFs",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1850-1858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111338"}

@inproceedings{bb115058,
        AUTHOR = "Ha, J.M. and Jeon, B. and Jeon, J. and Jo, S.Y. and Jeong, H.",
        TITLE = "Cost aggregation table: A theoretic derivation on the Markov random
field and its relation to message passing",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2224-2228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111339"}

@inproceedings{bb115059,
        AUTHOR = "Sun, Q. and Laddha, A. and Batra, D.",
        TITLE = "Active learning for structured probabilistic models with histogram
approximation",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3612-3621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111340"}

@inproceedings{bb115060,
        AUTHOR = "Wang, Z.H. and Zhang, Z.Y. and Geng, N.",
        TITLE = "A Message Passing Algorithm for MRF Inference with Unknown Graphs and
Its Applications",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "IV: 288-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111341"}

@inproceedings{bb115061,
        AUTHOR = "Wang, J.Y. and Yeung, S.K.",
        TITLE = "A Compact Linear Programming Relaxation for Binary Sub-modular MRF",
        BOOKTITLE = EMMCVPR15,
        YEAR = "2015",
        PAGES = "29-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111342"}

@inproceedings{bb115062,
        AUTHOR = "Husain, F. and Dellen, L. and Torras, C.",
        TITLE = "Recognizing Point Clouds Using Conditional Random Fields",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4257-4262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111343"}

@inproceedings{bb115063,
        AUTHOR = "Drory, A. and Haubold, C. and Avidan, S. and Hamprecht, F.A.",
        TITLE = "Semi-Global Matching:
A Principled Derivation in Terms of Message Passing",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "43-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111344"}

@inproceedings{bb115064,
        AUTHOR = "Shekhovtsov, A.",
        TITLE = "Maximum Persistency in Energy Minimization",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1162-1169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111345"}

@inproceedings{bb115065,
        AUTHOR = "Savchynskyy, B. and Schmidt, S.",
        TITLE = "Getting Feasible Variable Estimates from Infeasible Ones:
MRF Local Polytope Study",
        BOOKTITLE = PGMs13,
        YEAR = "2013",
        PAGES = "267-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111346"}

@inproceedings{bb115066,
        AUTHOR = "Turmukhambetov, D. and Campbell, N.D.F. and Prince, S.J.D. and Kautz, J.",
        TITLE = "Modeling object appearance using Context-Conditioned Component
Analysis",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4156-4164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111347"}

@inproceedings{bb115067,
        AUTHOR = "Campbell, N.D.F. and Subr, K. and Kautz, J.",
        TITLE = "Fully-Connected CRFs with Non-Parametric Pairwise Potential",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1658-1665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111348"}

@inproceedings{bb115068,
        AUTHOR = "Saito, M. and Okatani, T. and Deguchi, K.",
        TITLE = "Discrete MRF Inference of Marginal Densities for Non-uniformly
Discretized Variable Space",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "57-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111349"}

@inproceedings{bb115069,
        AUTHOR = "Nasihatkon, B. and Hartley, R.I.",
        TITLE = "Move-Based Algorithms for the Optimization of an Isotropic Gradient MRF
Model",
        BOOKTITLE = DICTA12,
        YEAR = "2012",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111350"}

@inproceedings{bb115070,
        AUTHOR = "Schelten, K. and Roth, S.",
        TITLE = "Mean Field for Continuous High-order MRFs",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "52-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111351"}

@inproceedings{bb115071,
        AUTHOR = "Saito, M. and Okatani, T. and Deguchi, K.",
        TITLE = "Application of the mean field methods to MRF optimization in computer
vision",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1680-1687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111352"}

@inproceedings{bb115072,
        AUTHOR = "Zheng, Y. and Chen, P. and Cao, J.Z.",
        TITLE = "MAP-MRF inference based on extended junction tree representation",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1696-1703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111353"}

@inproceedings{bb115073,
        AUTHOR = "Vineet, V. and Warrell, J. and Torr, P.H.S.",
        TITLE = "A tiered move-making algorithm for general pairwise MRFs",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1632-1639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111354"}

@inproceedings{bb115074,
        AUTHOR = "Kwon, D.J. and Lee, K.J. and Yun, I.D. and Lee, S.U.",
        TITLE = "Solving MRFs with Higher-Order Smoothness Priors Using Hierarchical
Gradient Nodes",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "I: 121-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111355"}

@inproceedings{bb115075,
        AUTHOR = "Gallagher, A.C. and Batra, D. and Parikh, D.",
        TITLE = "Inference for order reduction in Markov random fields",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1857-1864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111356"}

@inproceedings{bb115076,
        AUTHOR = "Batra, D. and Gallagher, A.C. and Parikh, D. and Chen, T.H.",
        TITLE = "Beyond trees: MRF inference via outer-planar decomposition",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2496-2503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111357"}

@inproceedings{bb115077,
        AUTHOR = "Zach, C. and Niethammer, M. and Frahm, J.M.",
        TITLE = "Continuous maximal flows and Wulff shapes: Application to MRFs",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1911-1918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111358"}

@inproceedings{bb115078,
        AUTHOR = "Ali, A.M. and Farag, A.A. and Gimel'farb, G.L.",
        TITLE = "Optimizing Binary MRFs with Higher Order Cliques",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "III: 98-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111359"}

@inproceedings{bb115079,
        AUTHOR = "Datta, R. and Hu, J.Y. and Ray, B.",
        TITLE = "On efficient Viterbi decoding for hidden semi-Markov models",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111360"}

@inproceedings{bb115080,
        AUTHOR = "Szummer, M. and Kohli, P. and Hoiem, D.",
        TITLE = "Learning CRFs Using Graph Cuts",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 582-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111361"}

@inproceedings{bb115081,
        AUTHOR = "Tappen, M.F.",
        TITLE = "Utilizing Variational Optimization to Learn Markov Random Fields",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111362"}

@inproceedings{bb115082,
        AUTHOR = "Rother, C. and Kolmogorov, V. and Lempitsky, V. and Szummer, M.",
        TITLE = "Optimizing Binary MRFs via Extended Roof Duality",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111363"}

@inproceedings{bb115083,
        AUTHOR = "Tiwari, S. and Gallager, S.",
        TITLE = "Machine learning and multiscale methods in the identification of
bivalve larvae",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "494-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111364"}

@inproceedings{bb115084,
        AUTHOR = "Tiwari, S. and Gallager, S.",
        TITLE = "Optimizing multiscale texture invariants for the identification of
bivalve larvae",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "III: 1061-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111365"}

@article{bb115085,
        AUTHOR = "Rabiner, L.R.",
        TITLE = "A tutorial on Hidden Markov Models and selected applications in
speech recognition",
        JOURNAL = PIEEE,
        VOLUME = "77",
        YEAR = "1989",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "257-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111366"}

@inproceedings{bb115086,
        AUTHOR = "Rabiner, L.R.",
        TITLE = "A tutorial on Hidden Markov Models and selected applications in
speech recognition",
        BOOKTITLE = "Survey, HMM",
        YEAR = "1989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111366"}

@article{bb115087,
        AUTHOR = "Zhao, Y. and Zhuang, X.H. and Atlas, L. and Anderson, L.",
        TITLE = "Parameter Estimation and Restoration of Noisy Images Using
Gibbs Distributions in Hidden Markov Models",
        JOURNAL = GMIP,
        VOLUME = "54",
        YEAR = "1992",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "187-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111367"}

@article{bb115088,
        AUTHOR = "Delignon, Y. and Marzouki, A. and Pieczynski, W.",
        TITLE = "Estimation of Generalized Mixtures and Its Application in
Image Segmentation",
        JOURNAL = IP,
        VOLUME = "6",
        YEAR = "1997",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1364-1375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111368"}

@inproceedings{bb115089,
        AUTHOR = "Fjortoft, R. and Pieczynski, W. and Delignon, Y.",
        TITLE = "Generalised Mixture Estimation and Unsupervised Classification based on
Hidden Markov Chains and Hidden Markov Random Fields",
        BOOKTITLE = SCIA01,
        YEAR = "2001",
        PAGES = "O-Th3A",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111369"}

@article{bb115090,
        AUTHOR = "Forchhammer, S. and Rasmussen, T.S.",
        TITLE = "Adaptive Partially Hidden Markov Models with Application to Bilevel
Image Coding",
        JOURNAL = IP,
        VOLUME = "8",
        YEAR = "1999",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1516-1526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111370"}

@article{bb115091,
        AUTHOR = "Pieczynski, W. and Bouvrais, J. and Michel, C.",
        TITLE = "Estimation of Generalized Mixture in the Case of Correlated Sensors",
        JOURNAL = IP,
        VOLUME = "9",
        YEAR = "2000",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "308-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111371"}

@article{bb115092,
        AUTHOR = "Li, X.L. and Parizeau, M. and Plamondon, R.",
        TITLE = "Training Hidden Markov Models with Multiple Observations:
A Combinatorial Method",
        JOURNAL = PAMI,
        VOLUME = "22",
        YEAR = "2000",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "371-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111372"}

@article{bb115093,
        AUTHOR = "Kwong, S. and Chau, C.W. and Man, K.F. and Tang, K.S.",
        TITLE = "Optimisation of HMM topology and its model parameters by genetic
algorithms",
        JOURNAL = PR,
        VOLUME = "34",
        YEAR = "2001",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "509-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111373"}

@article{bb115094,
        AUTHOR = "Inoue, M. and Ueda, N.",
        TITLE = "Exploitation of unlabeled sequences in hidden Markov models",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1570-1581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111374"}

@article{bb115095,
        AUTHOR = "Abou Moustafa, K.T. and Cheriet, M. and Suen, C.Y.",
        TITLE = "On the structure of hidden Markov models",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "923-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111375"}

@article{bb115096,
        AUTHOR = "Li, J. and Wang, J.X. and Zhao, Y.N. and Yang, Z.H.",
        TITLE = "Self-adaptive design of hidden Markov models",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "197-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111376"}

@article{bb115097,
        AUTHOR = "McCane, B. and Caelli, T.M.",
        TITLE = "Diagnostic tools for evaluating and updating hidden Markov models",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1325-1337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111377"}

@inproceedings{bb115098,
        AUTHOR = "Caelli, T.M. and McCane, B.",
        TITLE = "Components analysis of hidden Markov models in computer vision",
        BOOKTITLE = CIAP03,
        YEAR = "2003",
        PAGES = "510-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111378"}

@inproceedings{bb115099,
        AUTHOR = "Dupont, P. and Denis, F. and Esposito, Y.",
        TITLE = "Links between probabilistic automata and hidden Markov models:
probability distributions, learning models and induction algorithms",
        BOOKTITLE = PR,
        VOLUME = "38",
        YEAR = "2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111379"}

Last update:Mar 25, 2024 at 16:07:51