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@inproceedings{bb76705,
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Parameters Estimation and Applications",
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Precise Segmentation of Multimodal Images",
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@inproceedings{bb76710,
        AUTHOR = "Farag, A.A. and El Baz, A.S. and Gimel'farb, G.L.",
        TITLE = "Precise Image Segmentation by Iterative EM-Based Approximation of
Empirical Grey Level Distributions with Linear Combinations of
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@article{bb76711,
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@inproceedings{bb76712,
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images segmentation",
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@inproceedings{bb76713,
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@inproceedings{bb76715,
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@inproceedings{bb76716,
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appearance priors",
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@inproceedings{bb76717,
        AUTHOR = "El Baz, A.S. and Gimel'farb, G.L.",
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Combinations of Discrete Gaussians",
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@inproceedings{bb76718,
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@inproceedings{bb76719,
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Approximation of Individual Modes with Linear Combinations of Discrete
Gaussians",
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@inproceedings{bb76721,
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Modelling Gray-Scale Textured Images",
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@article{bb76723,
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@article{bb76724,
        AUTHOR = "Gu, D.B. and Sun, J.X.",
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@inproceedings{bb76725,
        AUTHOR = "Sun, J.X. and Gu, D.B.",
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random field",
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@article{bb76726,
        AUTHOR = "Wong, W.C.K. and Chung, A.C.S.",
        TITLE = "Bayesian image segmentation using local iso-intensity structural
orientation",
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@article{bb76727,
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        TITLE = "Markov random field approach to region extraction using Tabu Search",
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        PAGES = "134-158",
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@article{bb76728,
        AUTHOR = "Wainwright, M.J. and Jaakkola, T.S. and Willsky, A.S.",
        TITLE = "MAP Estimation via Agreement on (Hyper)Trees:
Message-Passing and Linear-Programming Approaches",
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "3697-3717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74315"}

@article{bb76729,
        AUTHOR = "Xia, Y. and Feng, D. and Zhao, R.",
        TITLE = "Adaptive Segmentation of Textured Images by Using the Coupled Markov
Random Field Model",
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "3559-3566",
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@article{bb76730,
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@article{bb76731,
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        TITLE = "A Segmentation Model Using Compound Markov Random Fields Based on a
Boundary Model",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74318"}

@inproceedings{bb76732,
        AUTHOR = "Wu, J. and Chung, A.C.S.",
        TITLE = "A Segmentation Method Using Compound Markov Random Fields Based on a
General Boundary Model",
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@article{bb76733,
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posteriori probability labeling",
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@article{bb76734,
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@article{bb76735,
        AUTHOR = "Huang, A. and Abu Gharbieh, R. and Tam, R.",
        TITLE = "A Novel Rotationally Invariant Region-Based Hidden Markov Model for
Efficient 3-D Image Segmentation",
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        PAGES = "2737-2748",
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@inproceedings{bb76736,
        AUTHOR = "Huang, A. and Abu Gharbieh, R. and Tam, R.",
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region-based hidden Markov model",
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@article{bb76737,
        AUTHOR = "Alata, O. and Burg, S. and Dupas, A.",
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geometrical and topological properties of a partition in regions",
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@inproceedings{bb76738,
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Monte Carlo Markov Chain Implementation",
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@article{bb76739,
        AUTHOR = "Mailing, A. and Cernuschi Frias, B.",
        TITLE = "A method for mixed states texture segmentation with simultaneous
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@article{bb76740,
        AUTHOR = "Rivera, M. and Dalmau, O.",
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Theory and Algorithms",
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@inproceedings{bb76741,
        AUTHOR = "Dalmau, O. and Rivera, M.",
        TITLE = "A General Bayesian Markov Random Field Model for Probabilistic Image
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@inproceedings{bb76742,
        AUTHOR = "Rivera, M. and Mayorga, P.P.",
        TITLE = "Quadratic Markovian Probability Fields for Image Binary Segmentation",
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@article{bb76743,
        AUTHOR = "Zheng, C. and Qin, Q. and Liu, G. and Hu, Y.",
        TITLE = "Image segmentation based on multiresolution Markov random field with
fuzzy constraint in wavelet domain",
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        AUTHOR = "Chen, X.H. and Zheng, C. and Yao, H.T. and Wang, B.X.",
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@article{bb76745,
        AUTHOR = "Flach, B.",
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        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2304-2306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74332"}

@article{bb76746,
        AUTHOR = "Radenen, M. and Artieres, T.",
        TITLE = "Handling signal variability with contextual markovian models",
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        NUMBER = "1",
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@article{bb76747,
        AUTHOR = "Karadag, O.O. and Vural, F.T.Y.",
        TITLE = "Image segmentation by fusion of low level and domain specific
information via Markov Random Fields",
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        NUMBER = "1",
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@inproceedings{bb76748,
        AUTHOR = "Karadag, O.O. and Vural, F.T.Y.",
        TITLE = "MRF Based Image Segmentation Augmented with Domain Specific Information",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "II:61-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74335"}

@inproceedings{bb76749,
        AUTHOR = "Karadag, O.O. and Vural, F.T.Y.",
        TITLE = "Fusion of Image Segmentations under Markov, Random Fields",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "930-935",
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@article{bb76750,
        AUTHOR = "Wang, X. and Zhang, W. and Ji, Q.A.",
        TITLE = "Image object extraction with shape and edge-driven Markov random
field model",
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        NUMBER = "7",
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@article{bb76751,
        AUTHOR = "Min, C.B. and Zhang, J.J. and Chang, B.K. and Sun, B. and Li, Y.J.",
        TITLE = "Unsupervised evaluation method using Markov random field for moving
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "426-433",
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@article{bb76752,
        AUTHOR = "Wang, F. and Wu, Y. and Fan, J.W. and Zhang, X. and Zhang, Q.A. and Li, M.",
        TITLE = "Synthetic aperture radar image segmentation using fuzzy label
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        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74339"}

@article{bb76753,
        AUTHOR = "Wang, F. and Wu, Y. and Zhang, P. and Liang, W.K. and Li, M.",
        TITLE = "Synthetic aperture radar image segmentation using non-linear
diffusion-based hierarchical triplet Markov fields model",
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        TITLE = "Unsupervised multi-class segmentation of SAR images using triplet
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@article{bb76755,
        AUTHOR = "Song, W.Y. and Li, M. and Zhang, P. and Wu, Y.",
        TITLE = "Fuzziness Modeling of Polarized Scattering Mechanisms and PolSAR
Image Classification Using Fuzzy Triplet Discriminative Random Fields",
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        NUMBER = "7",
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@article{bb76756,
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        AUTHOR = "Gan, L. and Wu, Y. and Liu, M. and Zhang, P. and Ji, H. and Wang, F.",
        TITLE = "Triplet Markov Fields with Edge Location for Fast Unsupervised
Multi-Class Segmentation of Synthetic Aperture Radar Images",
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        NUMBER = "7",
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@article{bb76758,
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        TITLE = "Unsupervised Multi-class Joint Image Segmentation",
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@inproceedings{bb76760,
        AUTHOR = "Wang, F. and Huang, Q.X. and Guibas, L.J.",
        TITLE = "Image Co-segmentation via Consistent Functional Maps",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
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@article{bb76761,
        AUTHOR = "Li, B.C. and Yu, S.Z.",
        TITLE = "A Robust Scaling Approach for Implementation of HsMMs",
        JOURNAL = SPLetters,
        VOLUME = "22",
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        PAGES = "1264-1268",
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@article{bb76762,
        AUTHOR = "Li, X.L. and Mou, L.C. and Lu, X.Q.",
        TITLE = "Scene Parsing From an MAP Perspective",
        JOURNAL = Cyber,
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        YEAR = "2015",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1876-1886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74349"}

@article{bb76763,
        AUTHOR = "Golipour, M. and Ghassemian, H. and Mirzapour, F.",
        TITLE = "Integrating Hierarchical Segmentation Maps With MRF Prior for
Classification of Hyperspectral Images in a Bayesian Framework",
        JOURNAL = GeoRS,
        VOLUME = "54",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "805-816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74350"}

@article{bb76764,
        AUTHOR = "Wang, Y.G. and Suo, J. and Dai, Q.H.",
        TITLE = "Normalized filter pool for prior modeling of nature images",
        JOURNAL = MVA,
        VOLUME = "27",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "437-446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74351"}

@article{bb76765,
        AUTHOR = "Zhang, P. and Li, M. and Wu, Y. and An, L. and Jia, L.",
        TITLE = "Unsupervised SAR image segmentation using high-order conditional
random fields model based on product-of-experts",
        JOURNAL = PRL,
        VOLUME = "78",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "48-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74352"}

@article{bb76766,
        AUTHOR = "Arashloo, S.R.",
        TITLE = "Incorporating higher-order point distribution model priors into MRFs
using convex quadratic programming",
        JOURNAL = MVA,
        VOLUME = "27",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "821-832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74353"}

@article{bb76767,
        AUTHOR = "Atiampo, A.K. and Loum, G.L.",
        TITLE = "Unsupervised Image Segmentation with Pairwise Markov Chains Based on
Nonparametric Estimation of Copula Using Orthogonal Polynomials",
        JOURNAL = IJIG,
        VOLUME = "16",
        YEAR = "2016",
        NUMBER = "04",
        PAGES = "1650020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74354"}

@article{bb76768,
        AUTHOR = "Zhao, Q.H. and Li, X.L. and Li, Y. and Zhao, X.M.",
        TITLE = "A fuzzy clustering image segmentation algorithm based on Hidden
Markov Random Field models and Voronoi Tessellation",
        JOURNAL = PRL,
        VOLUME = "85",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "49-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74355"}

@article{bb76769,
        AUTHOR = "Liu, K.W. and Zhang, J. and Yang, P.P. and Maybank, S.J. and Huang, K.Q.",
        TITLE = "GRMA: Generalized Range Move Algorithms for the Efficient Optimization
of MRFs",
        JOURNAL = IJCV,
        VOLUME = "121",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "365-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74356"}

@inproceedings{bb76770,
        AUTHOR = "Liu, K.W. and Zhang, J. and Yang, P.P. and Huang, K.Q.",
        TITLE = "GRSA: Generalized range swap algorithm for the efficient optimization
of MRFs",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "1761-1769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74357"}

@article{bb76771,
        AUTHOR = "Wang, X.R. and Zhao, J.Y.",
        TITLE = "Hierarchical non-parametric Markov random field for image segmentation",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "717-724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74358"}

@article{bb76772,
        AUTHOR = "Sadri, A. and Tennakoon, R. and Hosseinnezhad, R. and Bab Hadiashar, A.",
        TITLE = "Robust visual data segmentation:
Sampling from distribution of model parameters",
        JOURNAL = CVIU,
        VOLUME = "174",
        YEAR = "2018",
        PAGES = "82-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74359"}

@inproceedings{bb76773,
        AUTHOR = "Sadri, A. and Tennakoon, R. and Hosseinnezhad, R. and Bab Hadiashar, A.",
        TITLE = "MCMC based sampling technique for robust multi-model fitting and
visual data segmentation",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74360"}

@article{bb76774,
        AUTHOR = "Banerjee, A. and Maji, P.",
        TITLE = "A Spatially Constrained Probabilistic Model for Robust Image
Segmentation",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "4898-4910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74361"}

@article{bb76775,
        AUTHOR = "Zheng, C. and Zhang, Y. and Wang, L.G.",
        TITLE = "Multigranularity Multiclass-Layer Markov Random Field Model for
Semantic Segmentation of Remote Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10555-10574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74362"}

@inproceedings{bb76776,
        AUTHOR = "Bao, L. and Wu, B. and Liu, W.",
        TITLE = "CNN in MRF: Video Object Segmentation via Inference in a CNN-Based
Higher-Order Spatio-Temporal MRF",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5977-5986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74363"}

@inproceedings{bb76777,
        AUTHOR = "Kazantzidis, I. and Florez Revuelta, F. and Nebel, J.",
        TITLE = "Profile Hidden Markov Models for Foreground Object Modelling",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1628-1632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74364"}

@inproceedings{bb76778,
        AUTHOR = "Ameur, M. and Daoui, C. and Idrissi, N.",
        TITLE = "Markovian Segmentation of Textured Color Images",
        BOOKTITLE = ISCV20,
        YEAR = "2020",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74365"}

@inproceedings{bb76779,
        AUTHOR = "Ameur, M. and Idrissi, N. and Daoui, C.",
        TITLE = "Triplet Markov chain in images segmentation",
        BOOKTITLE = ISCV18,
        YEAR = "2018",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74366"}

@inproceedings{bb76780,
        AUTHOR = "Pansari, P. and Kumar, M.P.",
        TITLE = "Truncated Max-of-Convex Models",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "664-672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74367"}

@inproceedings{bb76781,
        AUTHOR = "Toya, Y. and Kudo, H.",
        TITLE = "An MRF-based image segmentation with unsupervised model parameter
estimation",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "432-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74368"}

@inproceedings{bb76782,
        AUTHOR = "Zhang, Z.Y. and Fidler, S. and Urtasun, R.",
        TITLE = "Instance-Level Segmentation for Autonomous Driving with Deep Densely
Connected MRFs",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "669-677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74369"}

@inproceedings{bb76783,
        AUTHOR = "Su, X. and Rizkallah, M. and Maugey, T. and Guillemot, C.",
        TITLE = "Graph-based light fields representation and coding using geometry
information",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "4023-4027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74370"}

@inproceedings{bb76784,
        AUTHOR = "Hog, M. and Sabater, N. and Guillemot, C.",
        TITLE = "Light Field Segmentation Using a Ray-Based Graph Structure",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VII: 35-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74371"}

@inproceedings{bb76785,
        AUTHOR = "Wu, Z.R. and Lin, D. and Tang, X.",
        TITLE = "Deep Markov Random Field for Image Modeling",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VIII: 295-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74372"}

@inproceedings{bb76786,
        AUTHOR = "Perciano, T. and Ushizima, D.M. and Bethel, E.W. and Mizrahi, Y.D. and Parkinson, D. and Sethian, J.A.",
        TITLE = "Reduced-complexity image segmentation under parallel Markov Random
Field formulation using graph partitioning",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1259-1263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74373"}

@inproceedings{bb76787,
        AUTHOR = "Ameur, M. and Idrissi, N. and Daoui, C.",
        TITLE = "Markovian Segmentation of Color and Gray Level Images",
        BOOKTITLE = CGiV16,
        YEAR = "2016",
        PAGES = "259-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74374"}

@inproceedings{bb76788,
        AUTHOR = "Yu, J.Q. and Blaschko, M.B.",
        TITLE = "Efficient Learning for Discriminative Segmentation with Supermodular
Losses",
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@inproceedings{bb76789,
        AUTHOR = "Tang, K. and Zhao, Z. and Chen, X.P.",
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        BOOKTITLE = ISVC15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74376"}

@inproceedings{bb76790,
        AUTHOR = "Saito, M. and Okatani, T.",
        TITLE = "Transformation of Markov Random Fields for marginal distribution
estimation",
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT74377"}

@article{bb76791,
        AUTHOR = "Ajanthan, T. and Hartley, R.I. and Salzmann, M.",
        TITLE = "Memory Efficient Max Flow for Multi-Label Submodular MRFs",
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@inproceedings{bb76792,
        AUTHOR = "Salzmann, M. and Hartley, R.I. and Ajanthan, T.",
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@inproceedings{bb76793,
        AUTHOR = "Ajanthan, T. and Hartley, R.I. and Salzmann, M. and Li, H.D.",
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priors",
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        YEAR = "2015",
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@inproceedings{bb76794,
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@inproceedings{bb76795,
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@inproceedings{bb76796,
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@inproceedings{bb76797,
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@inproceedings{bb76798,
        AUTHOR = "Nakamura, T. and Harada, T. and Suzuki, T. and Matsumoto, T.",
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@inproceedings{bb76799,
        AUTHOR = "Yadollahpour, P. and Batra, D. and Shakhnarovich, G.",
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        BOOKTITLE = CVPR13,
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