%---------------------------------------------------------------------------------------
%December 10, 2008 (Nagesh Adluru)
%---------------------------------------------------------------------------------------
@inproceedings{Willamowski&etal04icpr,
author="J. Willamowski and D. Arregui and G. Csurka and C. Dance and L. Fan",
title="Categorizing Nine Visual Classes using Local Appearance Descriptors",
booktitle="ICPR Workshop Learning for Adaptable Visual Systems",
year="2004"
}
@book{Vapnik95,
 author = {Vladimir N. Vapnik},
 title = {The nature of statistical learning theory},
 year = {1995},
 isbn = {0-387-94559-8},
 publisher = {Springer-Verlag New York, Inc.},
 address = {New York, NY, USA},
}

@inproceedings{DavidLowe99,
        AUTHOR = "David G. Lowe",
        TITLE = "Object Recognition from Local Scale-Invariant Features",
        BOOKTITLE = "ICCV99",
        YEAR = "1999",
        PAGES = "1150--1157",
}

@inproceedings{Grauman&Darrell05iccv,
 author = {Kristen Grauman and Trevor Darrell},
 title = {The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features},
 booktitle = {ICCV '05: Proceedings of the Tenth IEEE International Conference on Computer Vision},
 year = {2005},
 isbn = {0-7695-2334-X-02},
 pages = {1458--1465},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}

@article{Varma05,
        AUTHOR = "Varma, M. and Zisserman, A.",
        TITLE = "A Statistical Approach to Texture Classification from Single Images",
        JOURNAL = "IJCV",
        VOLUME = "62",
        YEAR = "2005",
        NUMBER = "1-2",
        MONTH = "April",
        PAGES = "61--81",
}

@article{ZhangJ&etal07ijcv,
 author = {J. Zhang and M. Marszalek and S. Lazebnik and C. Schmid},
 title = {Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study},
 journal = {Int. J. Comput. Vision},
 volume = {73},
 number = {2},
 year = {2007},
 issn = {0920-5691},
 pages = {213--238},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
}
%---------------------------------------------------------------------------------------
%November 15, 2008 (Nagesh Adluru)
%---------------------------------------------------------------------------------------
@techreport{grimson91mittech,
 author = {W. E Grimson and Daniel P. Huttenlocher and David W. Jacobs},
 title = {Affine Matching With Bounded Sensor Error: Study of Geometric Hashing and Alignment},
 year = {1991},
 source = {http://www.ncstrl.org:8900/ncstrl/servlet/search?formname=detail\&id=oai%3Ancstrlh%3Amitai%3AMIT-AILab%2F%2FAIM-1250},
 publisher = {Massachusetts Institute of Technology},
 address = {Cambridge, MA, USA},
}
@article{grimson92ijcv,
 author = {W. Eric L. Grimson},
 title = {The cost of choosing the wrong model in object recognition by constrained search},
 journal = {Int. J. Comput. Vision},
 volume = {7},
 number = {3},
 year = {1992},
 issn = {0920-5691},
 pages = {195--210},
 doi = {http://dx.doi.org/10.1007/BF00126393},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
}
@book{grimson90mitpress,
 author = {W. Eric L. Grimson},
 title = {Object recognition by computer: the role of geometric constraints},
 year = {1990},
 isbn = {0-262-07130-4},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
}
@techreport{karen92mit,
 author = {Karen B. Sarachik},
 title = {Limitations of Geometric Hashing in the Presence of Gaussian Noise},
 year = {1992},
 source = {http://www.ncstrl.org:8900/ncstrl/servlet/search?formname=detail\&id=oai%3Ancstrlh%3Amitai%3AMIT-AILab%2F%2FAIM-1395},
 publisher = {Massachusetts Institute of Technology},
 address = {Cambridge, MA, USA},
}

@article{grimson90ai2,
 author = {W. Eric L. Grimson},
 title = {On the recognition of parameterized 2D objects},
 book = {Artificial intelligence at MIT: expanding frontiers},
 year = {1990},
 isbn = {0-262-23150-6},
 pages = {314--343},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
}
@article{grimson91pami,
 author = {W. Eric L. Grimson},
 title = {The Combinatorics of Heuristic Search Termination for Object Recognition in Cluttered Environments},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {13},
 number = {9},
 year = {1991},
 issn = {0162-8828},
 pages = {920--935},
 doi = {http://dx.doi.org/10.1109/34.93810},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}
%---------------------------------------------------------------------------------------
%November 14, 2008 (Nagesh Adluru)
%---------------------------------------------------------------------------------------
@article{grimson89pami,
 author = {W. Eric Grimson},
 title = {On the Recognition of Curved Objects},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {11},
 number = {6},
 year = {1989},
 issn = {0162-8828},
 pages = {632--643},
 doi = {http://dx.doi.org/10.1109/34.24797},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@article{grimson90ai,
 author = {W. E. L. Grimson},
 title = {The combinatorics of object recognition in cluttered environments using constrained search},
 journal = {Artif. Intell.},
 volume = {44},
 number = {1-2},
 year = {1990},
 issn = {0004-3702},
 pages = {121--165},
 doi = {http://dx.doi.org/10.1016/0004-3702(90)90100-E},
 publisher = {Elsevier Science Publishers Ltd.},
 address = {Essex, UK},
 }

@article{grimson87pami,
 author = {W. E. L. Grimson and T. Lozano-P\'{e}rez},
 title = {Localizing overlapping parts by searching the interpretation tree},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {9},
 number = {4},
 year = {1987},
 issn = {0162-8828},
 pages = {469--482},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
%------------------------------------------------------------------------------------------
 @inproceedings{Ferrari:CVPR07,
        AUTHOR = "Ferrari, V. and Jurie, F. and Schmid, C.",
        TITLE = "Accurate Object Detection with Deformable Shape Models Learnt from Images",
        BOOKTITLE = "CVPR",
        YEAR = "2007",
        PAGES = "1-8",
 }
@article{bb28463,
        AUTHOR = "Derin, H. and Elliott, H. and Cristi, R. and Geman, D.",
        TITLE = "Bayes Smoothing Algorithms for Segmentation of Binary Images Modeled
by Markov Random Fields",
        JOURNAL = PAMI,
        VOLUME = "6",
        YEAR = "1984",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "707-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment369.html#TT27313"
}

@article{58552,
 author = {Basilis Gidas},
 title = {A Renormalization Group Approach to Image Processing Problems},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {11},
 number = {2},
 year = {1989},
 issn = {0162-8828},
 pages = {164--180},
 doi = {http://dx.doi.org/10.1109/34.16712},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }

 @article{pelillo97jmiv,
 author = {Marcello Pelillo},
 title = {The Dynamics of Nonlinear Relaxation Labeling Processes},
 journal = {J. Math. Imaging Vis.},
 volume = {7},
 number = {4},
 year = {1997},
 issn = {0924-9907},
 pages = {309--323},
 publisher = {Kluwer Academic Publishers},
 address = {Norwell, MA, USA},
 }
@article{stanli97jmiv,
 author = {Stan Z. Li and Han Wang and Kap Luk Chan and Maria Petrou},
 title = {Minimization of MRF Energy with Relaxation Labeling},
 journal = {J. Math. Imaging Vis.},
 volume = {7},
 number = {2},
 year = {1997},
 issn = {0924-9907},
 pages = {149--161},
 publisher = {Kluwer Academic Publishers},
 address = {Norwell, MA, USA},
 }
 @inproceedings{bb44102,
        AUTHOR = "Zucker, S.W. and Mohammed, J.L.",
        TITLE = "Analysis of Probabilistic Relaxation Labeling Processes",
        BOOKTITLE = PRIP78,
        YEAR = "1978",
        PAGES = "307-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match563.html#TT41820"
 }
 @phdthesis{nadel86,
 author = {Bernard A Nadel},
 title = {The consistent labeling problem and its algorithm: toward exact-case complexities and theory-based heuristics},
 year = {1986},
 school = {Rutgers University},
 address = {New Brunswick, NJ, USA},
 }

 @inproceedings{tu04,
        AUTHOR = "Tu, Z.W. and Yuille, A.L.",
        TITLE = "Shape Matching and Recognition:Using Generative Models and Informative Features",
        BOOKTITLE = "ECCV04",
        YEAR = "2004",
        volume = "3",
        PAGES = "195--209"
 }
@inproceedings{wang07,
        AUTHOR = "Wang, L.M. and Shi, J.B. and Song, G. and Shen, I.F.",
        TITLE = "Object Detection Combining Recognition and Segmentation",
        BOOKTITLE = "ACCV07",
        YEAR = "2007",
        PAGES = "189--199",
}
@inproceedings{olga08,
        AUTHOR = "Olga Veksler",
        TITLE = "Star Shape Prior for Graph-Cut Image Segmentation",
        BOOKTITLE = "ECCV08",
        YEAR = "2008",
}
@inproceedings{yang08,
        AUTHOR = "Xingwei Yang and Xiang Bai and Longin Jan Latecki and Zhuowen Tu",
        TITLE = "Improving Shape Retrieval by Learning Graph Transduction",
        BOOKTITLE = "ECCV08",
        YEAR = "2008",
}
@inproceedings{hongzhi08,
        AUTHOR = "Hongzhi Wang and John Oliensis",
        TITLE = "Shape Matching by Segmentation Expectation",
        BOOKTITLE = "ECCV08",
        YEAR = "2008",
}
@inproceedings{qihui08,
        AUTHOR = "Qihui Zhu and Liming Wang and Yang Wu and Jianbo Shi",
        TITLE = "Contour Context Selection for Object Detection: A Set-to-Set Contour Matching Approach",
        BOOKTITLE = "ECCV08",
        YEAR = "2008",
}
@inproceedings{yangwu08,
        AUTHOR = "Yang Wu and Qihui Zhu and Jianbo Shi and Nanning Zheng",
        TITLE = "Saliency Based Opportunistic Search for Object Part Extraction and Labeling",
        BOOKTITLE = "ECCV08",
        YEAR = "2008",
}
@inproceedings{hongzhi06,
        AUTHOR = "Hongzhi Wang and John Oliensis",
        TITLE = "A Global Contour Measure for Image Segmentation",
        BOOKTITLE = "POCV06",
        YEAR = "2006",
}
@inproceedings{varsha08,
        AUTHOR = "Varsha Hedau and H. Arora and N. Ahuja",
        TITLE = "Matching Images under Unstable Segmentation",
        BOOKTITLE = "CVPR08",
        YEAR = "2008",
}
@inproceedings{marina05,
 author = {Marina Meil\v{a}},
 title = {Comparing clusterings: an axiomatic view},
 booktitle = {ICML '05: Proceedings of the 22nd international conference on Machine learning},
 year = {2005},
 isbn = {1-59593-180-5},
 pages = {577--584},
 location = {Bonn, Germany},
 publisher = {ACM},
 address = {New York, NY, USA},
 }
@article{wu08,
 author = {Y.N. Wu and Z.Z. Si and H.F. Gong and S.C. Zhu},
 title = {Active Basis for Deformable Object Modeling, Learning and Detection},
 journal = {International Journal of Computer Vision (to appear)},
 year={2008}
 }
@article{ferrari08,
 author = {V. Ferrari and L. Fevrier and F. Jurie and C. Schmid},
 title = {Groups of Adjacent Contour Segments for Object Detection},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {30},
 number = {1},
 year = {2008},
 issn = {0162-8828},
 pages = {36--51},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@inproceedings{shotton05,
 author = {Jamie Shotton and Andrew Blake and Roberto Cipolla},
 title = {Contour-Based Learning for Object Detection},
 booktitle = {ICCV '05: Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1},
 year = {2005},
 isbn = {0-7695-2334-X-01},
 pages = {503--510},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
 @INPROCEEDINGS{Thayananthan03shapecontext,
    author = {A. Thayananthan and B. Stenger and P. H. S. Torr and R. Cipolla},
    title = {Shape context and chamfer matching in cluttered scenes},
    booktitle = {CVPR},
    year = {2003},
    pages = {127--133}
}
 @INPROCEEDINGS{stenger01,
    author = {Stenger, B. and Mendonca, P.R.S. and Cipolla, R.},
    title = {Model-based 3D tracking of an articulated hand},
    booktitle = {CVPR},
    volume={2},
    year = {2001},
    pages = {310--315},
    ISBN={0-7695-1272-0}
}
@article{williams99,
 author = {Lance R. Williams and Karvel K. Thornber},
 title = {A Comparison of Measures for Detecting Natural Shapes in Cluttered Backgrounds},
 journal = {Int. J. Comput. Vision},
 volume = {34},
 number = {2-3},
 year = {1999},
 issn = {0920-5691},
 pages = {81--96},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 }
@InProceedings{Opelt06,
   author = "Opelt, A. and Pinz, A. and Zisserman, A.",
   title = "A Boundary-Fragment-Model for Object Detection",
   booktitle = "Proceedings of the European Conference on Computer Vision",
   year = "2006",
}
@article{borgefors88,
 author = {Gunilla Borgefors},
 title = {Hierarchical Chamfer Matching: A Parametric Edge Matching Algorithm},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {10},
 number = {6},
 year = {1988},
 issn = {0162-8828},
 pages = {849--865},
 doi = {http://dx.doi.org/10.1109/34.9107},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}
@article{Kumar08,
   author = "Kumar, M.~P. and Torr, P.~H.~S. and Zisserman, A.",
   title = "Learning Layered Motion Segmentations of Video",
   journal = "International Journal of Computer Vision",
   year = "2008",
   volume = "76",
   pages = "301--319",
}
 @phdthesis{titsias05,
 author = {M. Titsias},
 title = {Unsupervised Learning of Multiple Objects in Images},
 year = {2005},
 publisher = {University of Edinburgh},
 address = {Edinburgh, UK},
 }
@InProceedings{mcneill06,
   author = "Graham McNeill and Sethu Vijayakumar",
   title = "Part-based Probabilistic Point Matching using Equivalence Constraints",
   booktitle = "Neural Information Processing Systems",
   year = "2006",
   pages = "969--976",
}
@inproceedings{borenstein06,
 author = {Eran Borenstein and Jitendra Malik},
 title = {Shape Guided Object Segmentation},
 booktitle = {CVPR '06: Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
 year = {2006},
 isbn = {0-7695-2597-0},
 pages = {969--976},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@inproceedings{pedro07,
author = "Pedro F. Felzenszwalb and Joshua Schwartz",
title  = "Hierarchical Matching of Deformable Shapes",
booktitle= "CVPR",
year   = "2007"
}
@article{saber05,
author = "E. Saber and Y. Xu and A. M. Tekalp",
title  = "Partial shape representation by sub-matrix matching for partial matching guided image labeling",
journal= "Pattern Recognition",
volume = "38",
pages  = "1560--1573",
year   = "2005"
}
@inproceedings{leibe05,
 author = {Bastian Leibe and Edgar Seemann and Bernt Schiele},
 title = {Pedestrian Detection in Crowded Scenes},
 booktitle = {Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
 volume={1},
 year = {2005},
 isbn = {0-7695-2372-2},
 pages = {878--885},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@inproceedings{komodakis07,
 author = {Nikos Komodakis and Nikos Paragios and Georgios Tziritas},
 title = {MRF Optimization via Dual Decomposition: Message-Passing Revisited},
 booktitle = {Proceedings of the Tenth IEEE International Conference on Computer Vision},
 year = {2007},
 }
@article{kolmogrov07,
author = "Vladimir Kolmogrov and Carsten Rother",
title  = "Minimizing Nonsubmodular Functions with Graph Cuts--A Review",
journal= "PAMI",
year="2007",
month="July",
volume = "29",
number="7",
pages  = "1274--1279",
}
 @inproceedings{rother07,
title = {Optimizing Binary MRFs via Extended Roof Duality.},
author = {Carsten Rother and Vladimir Kolmogorov and Victor S. Lempitsky and Martin Szummer},
booktitle = {CVPR},
publisher = {IEEE Computer Society},
year = {2007},
}
@inproceedings{pedro06,
 author = {Pedro Felzenszwalb and David McAllester},
 title = {A Min-Cover Approach for Finding Salient Curves},
 booktitle = {CVPRW: Proceedings of the Conference on Computer Vision and Pattern Recognition Workshop},
 year = {2006},
 isbn = {0-7695-2646-2},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@article{yingwu07,
author = "Ying Nian Wu and Cheng-En Guo and Song-Chun Zhu",
title  = "From Information Scaling of Natural Images to Regimes of Statistical Models",
journal= "Quarterly of Applied Mathematics",
year="2007",
month="December"
}
@article{geman90,
 author = {S. Geman and D. Geman},
 title = {Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images},
 book = {Readings in uncertain reasoning},
 year = {1990},
 isbn = {1-55860-125-2},
 pages = {452--472},
 publisher = {Morgan Kaufmann Publishers Inc.},
 address = {San Francisco, CA, USA},
}
@article{geman84,
 author = {S. Geman and D. Geman},
 title = {Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images},
 journal = {PAMI},
 year = {1984},
 month={November},
 volume={6},
 pages = {721--741},
 }
@inproceedings{geman86,
 author = {S. Geman and C. Graffigne},
 title = {Markov random field image models and their applications to computer vision},
 booktitle = {Int. Congress of Mathematicians},
 year = {1986},
 pages={1496--1517}
 }
@article{willsky02,
author = "A. S. Willsky",
title  = "Multiresolution Markov Models for Signal and Image Processing",
journal= "Proceedings of the IEEE",
volume = "90",
pages  = "1396--1458",
year   = "2002" }

@book{Ferreira07,
Author = {A.R. Ferreira and H.K.H.Lee},
Title = {Multiscale Modeling: A Bayesian Perspective},
Publisher = {Springer-Verlag, Springer Series in Statistics},
Year = {2007}
}
@article{Bouman94,
author = "C. A. Bouman and M. Shapiro",
title  = "A Multiscale Random Field Model for Bayesian Image Segmentation",
journal= "IEEE Trans. on IP",
volume = "3",
number="2",
pages  = "162--177",
year   = "1994"
}

@inproceedings{He04,
author = "X. He and R. S. Zemel and M. A. Carreira-Perpinan",
title  = "Multiscale conditional random fields for image labeling",
booktitle= "CVPR",
volume =  "2",
pages  =  "695--702",
year   =  "2004"
}
@inproceedings{barbu04,
author = "Adrian Barbu and Song-Chun Zhu",
title  = "Multigrid and Multi-Level Swendsen-Wang Cuts for Hierarchic Graph Partition",
booktitle= "CVPR",
volume =  "2",
pages  =  "731--738",
year   =  "2004"
}
@book{Stan08,
author = "Stan Z. Li",
title  = "Markov Random Field Modeling in Image Analysis (3rd Edition)",
publisher= "Springer-Verlag",
year   = "2008"
}
@article{Zhu98,
 author = {Song-Chun Zhu and Yingnian Wu and David Mumford},
 title = {Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling},
 journal = {Int. J. Comput. Vision},
 volume = {27},
 number = {2},
 year = {1998},
 issn = {0920-5691},
 pages = {107--126},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 }
@article{Zhu99PAMI,
 author = {Song-Chun Zhu},
 title = {Embedding Gestalt Laws in Markov Random Fields},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {21},
 number = {11},
 year = {1999},
 issn = {0162-8828},
 pages = {1170--1187},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@book{zhumumford07,
author = "Song-Chun Zhu and David Mumford",
title  = "A Stochastic Grammar oF Images",
publisher= "Now Publishers",
year   = "2007"
}
@article{zhumumford06,
 author = {Song-Chun Zhu and David Mumford},
 title = {A Stochastic Grammar of Images},
 journal = {Foundations and Trends in Computer Graphics and Vision},
 volume = {2},
 number = {4},
 year = {2006},
 pages = {259--362},
 }
@inproceedings{hanzhu05,
 author = {Feng Han and Song-Chun Zhu},
 title = {Bottom-up/Top-Down Image Parsing by Attribute Graph Grammar},
 booktitle = {Proceedings of the Tenth IEEE International Conference on Computer Vision},
 year = {2005},
 isbn = {0-7695-2334-X-02},
 pages = {1778--1785},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }

@inproceedings{stellayu04,
author = "Stella Yu",
title  = "Segmentation Using Multiscale Cues",
booktitle= "CVPR",
pages = {247-254},
year   =  "2004"
}
@inproceedings{Cour:cvpr05,
 author = {Timothee Cour and Florence Benezit and Jianbo Shi},
 title = {Spectral Segmentation with Multiscale Graph Decomposition},
 booktitle = {Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
 volume={2},
 year = {2005},
 isbn = {0-7695-2372-2},
 pages = {1124--1131},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}
@article{Rosenfeld76,
author = "A. Rosenfeld and R. Hummel and S. Zucker",
title  = "Scene labeling by relaxation operations",
journal= "Trans. on Systems, Man and Cybernetics",
volume = "6",
pages  = "420--433",
year   = "1976"
}
@article{hummel83,
        AUTHOR = "Hummel, R.A. and Zucker, S.W.",
        TITLE = "On the Foundations of Relaxation Labeling Processes",
        JOURNAL = "PAMI",
        VOLUME = "5",
        YEAR = "1983",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "267--287",
}
@article{wanghancock2008,
        AUTHOR = "Hongfang Wang and Edwin Hancock",
        TITLE = "Probabilistic relaxation labelling using the Fokker-Planck equation",
        JOURNAL = "Pattern Recognition",
        YEAR = "2008",
        MONTH = "March"
}
@book{pearl1988,
 author = {Judea Pearl},
 title = {Probabilistic reasoning in intelligent systems: networks of plausible inference},
 year = {1988},
 isbn = {0-934613-73-7},
 publisher = {Morgan Kaufmann Publishers Inc.},
 address = {San Francisco, CA, USA},
 }
@article{szeliski2008,
author = {Richard Szeliski and Ramin Zabih and Daniel Scharstein and Olga Veksler and Vladimir Kolmogorov and Aseem Agarwala and Marshall Tappen and Carsten Rother},
title = {A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {30},
number = {6},
year = {2008},
month={June},
issn = {0162-8828},
pages = {1068--1080},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
@INPROCEEDINGS{Yedidia00generalizedbelief,
    author = {Jonathan S. Yedidia and William T. Freeman and Yair Weiss},
    title = {Generalized belief propagation},
    booktitle = {Advances in Neural Information Processing Systems},
    year = {2000},
    pages = {689--695}
}
 @inproceedings{bozma1988,
        AUTHOR = "H.I. Bozma and J.S. Duncan",
        TITLE = "Admissibility Of Constraint Functions In Relaxation Labeling",
        BOOKTITLE = "ICCV",
        YEAR = "1988",
        month="December",
        ISBN="0-8186-0883-8",
        PAGES = "328--332"
 }
@article{leary1983,
author = {D.P. O'Leary and S. Peleg},
title = {Analysis of relaxation processes: the two-node two label case},
journal = {IEEE Transactions on Systems, Man and Cybernetics (SMC)},
volume = {13},
number = {4},
year = {1983},
month={May},
pages = {618--623}
}
@article{chui2003,
 author = {Haili Chui and Anand Rangarajan},
 title = {A new point matching algorithm for non-rigid registration},
 journal = {Comput. Vis. Image Underst.},
 volume = {89},
 number = {2-3},
 year = {2003},
 issn = {1077-3142},
 pages = {114--141},
 publisher = {Elsevier Science Inc.},
 address = {New York, NY, USA},
 }
@article{besag74,
        AUTHOR = "Besag, J.",
        TITLE = "Spatial Interaction and the Statistical Analysis of Lattice Systems",
        JOURNAL = "Journal of Royal Statistical Soc.",
        VOLUME = "B-36",
        YEAR = "1974",
        NUMBER = "2",
        PAGES = "192-236",
}

@article{hairong08,
author = "H.R. Liu and L. J. Latecki and W.Y. Liu.",
title  = "A Unified Curvature Definition for Regular, Polygonal, and Digital Planar Curves",
journal= "IJCV (to appear)",
year   = "2008"
}
@article{mokhtarian92,
 author = {Farzin Mokhtarian and Alan K. Mackworth},
 title = {A Theory of Multiscale, Curvature-Based Shape Representation for Planar Curves},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {14},
 number = {8},
 year = {1992},
 issn = {0162-8828},
 pages = {789--805},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@article{ueda93,
 author = {N. Ueda and S. Suzuki},
 title = {Learning Visual Models from Shape Contours Using Multiscale Convex/Concave Structure Matching},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {15},
 number = {4},
 year = {1993},
 issn = {0162-8828},
 pages = {337--352},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@article{mokhtarian97world,
 author = {F. Mokhtarian and S. Abbasi and J. Kittler},
 title = {Efficient and robust retrieval by shape content through curvature scale space},
 journal = {Image Databases and Multi-Media Search},
 year = {1997},
 pages = {51--58},
 publisher = {World Scientific},
 editors={A. Smeulders and R. Jain}
 }
@article{amit96,
 author = {Yali Amit and Augustine Kong},
 title = {Graphical Templates for Model Registration},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {18},
 number = {3},
 year = {1996},
 issn = {0162-8828},
 pages = {225--236},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@article{pedro05,
 author = {Pedro F. Felzenszwalb},
 title = {Representation and Detection of Deformable Shapes},
 journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
 volume = {27},
 number = {2},
 year = {2005},
 issn = {0162-8828},
 pages = {208--220},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }
@incollection{chen08nips,
 title = {Rapid Inference on a Novel AND/OR graph for Object  Detection, Segmentation and Parsing},
 author = {Yuanhao Chen and Long Zhu and Chenxi Lin and Alan Yuille and Hongjiang Zhang},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {289--296},
 year = {2008}
}
@inproceedings{latecki07icdm,
author = {Longin Jan Latecki and Qiang Wang and Suzan Koknar-Tezel and Vasileios Megalooikonomou},
title = {Optimal Subsequence Bijection},
booktitle = {ICDM},
year = {2007},
issn = {1550-4786},
pages = {565--570},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
@article{waterman81,
author={Smith TF Waterman},
title={Identification of Common Molecular Subsequences},
journal={Journal of Molecular Biology},
year={1981},
volume={147},
pages={195–-197}
}
