@inproceedings{bb115300, 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#TT111580"} @inproceedings{bb115301, 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#TT111581"} @inproceedings{bb115302, 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#TT111582"} @article{bb115303, 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#TT111583"} @inproceedings{bb115304, 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#TT111584"} @article{bb115305, 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#TT111585"} @inproceedings{bb115306, 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#TT111586"} @inproceedings{bb115307, 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#TT111587"} @inproceedings{bb115308, 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#TT111588"} @article{bb115309, 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#TT111589"} @inproceedings{bb115310, 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#TT111590"} @inproceedings{bb115311, 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#TT111591"} @inproceedings{bb115312, 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#TT111592"} @inproceedings{bb115313, 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#TT111593"} @article{bb115314, 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#TT111594"} @article{bb115315, 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#TT111595"} @article{bb115316, 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#TT111596"} @article{bb115317, 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#TT111597"} @article{bb115318, 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#TT111598"} @article{bb115319, 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#TT111599"} @inproceedings{bb115320, 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#TT111600"} @article{bb115321, 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#TT111601"} @article{bb115322, 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#TT111602"} @article{bb115323, 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#TT111603"} @article{bb115324, 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#TT111604"} @inproceedings{bb115325, 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#TT111605"} @article{bb115326, 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#TT111606"} @article{bb115327, 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#TT111607"} @article{bb115328, 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#TT111608"} @article{bb115329, 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#TT111609"} @article{bb115330, 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#TT111610"} @inproceedings{bb115331, 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#TT111611"} @article{bb115332, 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#TT111612"} @article{bb115333, 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#TT111613"} @article{bb115334, 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#TT111614"} @article{bb115335, 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#TT111615"} @inproceedings{bb115336, 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#TT111616"} @inproceedings{bb115337, 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#TT111617"} @inproceedings{bb115338, 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#TT111618"} @inproceedings{bb115339, 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#TT111619"} @inproceedings{bb115340, 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#TT111620"} @inproceedings{bb115341, 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#TT111621"} @inproceedings{bb115342, 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#TT111622"} @inproceedings{bb115343, 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#TT111623"} @inproceedings{bb115344, 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#TT111624"} @inproceedings{bb115345, 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#TT111625"} @inproceedings{bb115346, 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#TT111626"} @inproceedings{bb115347, 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#TT111627"} @inproceedings{bb115348, 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#TT111628"} @inproceedings{bb115349, 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#TT111629"} @inproceedings{bb115350, AUTHOR = "Shekhovtsov, A.", TITLE = "Maximum Persistency in Energy Minimization", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "1162-1169", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111630"} @inproceedings{bb115351, 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#TT111631"} @inproceedings{bb115352, 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#TT111632"} @inproceedings{bb115353, 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#TT111633"} @inproceedings{bb115354, 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#TT111634"} @inproceedings{bb115355, 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#TT111635"} @inproceedings{bb115356, 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#TT111636"} @inproceedings{bb115357, 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#TT111637"} @inproceedings{bb115358, 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#TT111638"} @inproceedings{bb115359, 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#TT111639"} @inproceedings{bb115360, 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#TT111640"} @inproceedings{bb115361, 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#TT111641"} @inproceedings{bb115362, 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#TT111642"} @inproceedings{bb115363, 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#TT111643"} @inproceedings{bb115364, 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#TT111644"} @inproceedings{bb115365, 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#TT111645"} @inproceedings{bb115366, 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#TT111646"} @inproceedings{bb115367, 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#TT111647"} @inproceedings{bb115368, 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#TT111648"} @inproceedings{bb115369, 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#TT111649"} @inproceedings{bb115370, 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#TT111650"} @article{bb115371, 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#TT111651"} @inproceedings{bb115372, 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#TT111651"} @article{bb115373, 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#TT111652"} @article{bb115374, 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#TT111653"} @inproceedings{bb115375, 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#TT111654"} @article{bb115376, 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#TT111655"} @article{bb115377, 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#TT111656"} @article{bb115378, 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#TT111657"} @article{bb115379, 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#TT111658"} @article{bb115380, 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#TT111659"} @article{bb115381, 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#TT111660"} @article{bb115382, 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#TT111661"} @article{bb115383, 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#TT111662"} @inproceedings{bb115384, 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#TT111663"} @inproceedings{bb115385, 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#TT111664"} @article{bb115386, AUTHOR = "Li, H.Z. and Liu, Z.Q.A. and Zhu, X.H.", TITLE = "Hidden Markov models with factored Gaussian mixtures densities", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "11", MONTH = "November", PAGES = "2022-2031", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111665"} @article{bb115387, AUTHOR = "Bicego, M. and Castellani, U. and Murino, V.", TITLE = "A Hidden Markov Model approach for appearance-based 3D object recognition", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "16", MONTH = "December", PAGES = "2588-2599", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111666"} @article{bb115388, AUTHOR = "Ji, S.H. and Krishnapuram, B. and Carin, L.", TITLE = "Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "4", MONTH = "April", PAGES = "522-532", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111667"} @article{bb115389, AUTHOR = "Johansson, M. and Olofsson, T.", TITLE = "Bayesian Model Selection for Markov, Hidden Markov, and Multinomial Models", JOURNAL = SPLetters, VOLUME = "14", YEAR = "2007", NUMBER = "2", MONTH = "February", PAGES = "129-132", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111668"} @article{bb115390, AUTHOR = "Pyun, K. and Lim, J. and Won, C.S. and Cray, R.M.", TITLE = "Image Segmentation Using Hidden Markov Gauss Mixture Models", JOURNAL = IP, VOLUME = "16", YEAR = "2007", NUMBER = "7", MONTH = "July", PAGES = "1902-1911", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111669"} @inproceedings{bb115391, AUTHOR = "Pyun, K. and Won, C.S. and Lim, J. and Cray, R.M.", TITLE = "Robust image classification based on a non-causal hidden markov gauss mixture model", BOOKTITLE = ICIP02, YEAR = "2002", PAGES = "III: 785-788", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111670"} @article{bb115392, AUTHOR = "Huda, S. and Yearwood, J. and Togneri, R.", TITLE = "A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "14", MONTH = "October", PAGES = "1301-1309", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111671"} @article{bb115393, AUTHOR = "Pyun, K. and Lim, J. and Gray, R.M.", TITLE = "A Robust Hidden Markov Gauss Mixture Vector Quantizer for a Noisy Source", JOURNAL = IP, VOLUME = "18", YEAR = "2009", NUMBER = "7", MONTH = "July", PAGES = "1385-1394", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111672"} @article{bb115394, AUTHOR = "Schwier, J.M. and Brooks, R.R. and Griffin, C. and Bukkapatnam, S.", TITLE = "Zero knowledge hidden Markov model inference", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "14", MONTH = "October", PAGES = "1273-1280", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111673"} @article{bb115395, AUTHOR = "Lim, J. and Pyun, K.", TITLE = "Cost-Effective Hidden Markov Model-Based Image Segmentation", JOURNAL = SPLetters, VOLUME = "16", YEAR = "2009", NUMBER = "3", MONTH = "March", PAGES = "172-175", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111674"} @article{bb115396, AUTHOR = "Ji, S.H. and Carin, L.", TITLE = "Cost-sensitive feature acquisition and classification", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "5", MONTH = "May", PAGES = "1474-1485", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111675"} @article{bb115397, AUTHOR = "Bali, N. and Mohammad Djafari, A.", TITLE = "Bayesian Approach With Hidden Markov Modeling and Mean Field Approximation for Hyperspectral Data Analysis", JOURNAL = IP, VOLUME = "17", YEAR = "2008", NUMBER = "2", MONTH = "February", PAGES = "217-225", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111676"} @inproceedings{bb115398, AUTHOR = "Bali, N. and Mohammad Djafari, A. and Mohammadpoor, A.", TITLE = "Joint Dimensionality Reduction, Classification and Segmentation of Hyperspectral Images", BOOKTITLE = ICIP06, YEAR = "2006", PAGES = "969-972", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111677"} @article{bb115399, AUTHOR = "Chatzis, S.P. and Kosmopoulos, D.I. and Varvarigou, T.A.", TITLE = "Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov Model", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1657-1669", BIBSOURCE = "http://www.visionbib.com/bibliography/match575hmm2.html#TT111678"}