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A Faster, Lower Energy Solution",
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@inproceedings{bb72902,
        AUTHOR = "Grady, L. and Singh, V. and Kohlberger, T. and Alvino, C. and Bahlmann, C.",
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@article{bb72903,
        AUTHOR = "Garamendi, J.F. and Gaspar, F.J. and Malpica, N. and Schiavi, E.",
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Formulation of Total Variation Minimization",
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        AUTHOR = "Garamendi, J.F. and Malpica, N. and Schiavi, E.",
        TITLE = "A Fast Anisotropic Mumford-Shah Functional Based Segmentation",
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@article{bb72905,
        AUTHOR = "Feng, J. and Cao, Z. and Pi, Y.",
        TITLE = "Multiphase SAR Image Segmentation With G^0-Statistical-Model-Based
Active Contours",
        JOURNAL = GeoRS,
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@article{bb72906,
        AUTHOR = "Zhu, H.Y. and Zheng, J.M. and Cai, J.F. and Magnenat Thalmann, N.",
        TITLE = "Object-Level Image Segmentation Using Low Level Cues",
        JOURNAL = IP,
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@article{bb72907,
        AUTHOR = "Lui, D. and Scharfenberger, C. and Fergani, K. and Wong, A. and Clausi, D.A.",
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Variation Energy Functionals",
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@article{bb72908,
        AUTHOR = "Fergani, K. and Lui, D. and Scharfenberger, C. and Wong, A. and Clausi, D.A.",
        TITLE = "Hybrid structural and texture distinctiveness vector field
convolution for region segmentation",
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        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354v2.html#TT70566"}

@article{bb72909,
        AUTHOR = "Xu, J. and Feng, X.C. and Hao, Y. and Han, Y.",
        TITLE = "Image decomposition using adaptive second-order total generalized
variation",
        JOURNAL = SIViP,
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        YEAR = "2014",
        NUMBER = "1",
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        PAGES = "39-47",
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@article{bb72910,
        AUTHOR = "Baus, F. and Nikolova, M. and Steidl, G.",
        TITLE = "Fully Smoothed L_1-TV Models:
Bounds for the Minimizers and Parameter Choice",
        JOURNAL = JMIV,
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        MONTH = "February",
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@article{bb72911,
        AUTHOR = "Louchet, C. and Moisan, L.",
        TITLE = "Posterior Expectation of the Total Variation Model:
Properties and Experiments",
        JOURNAL = SIIMS,
        VOLUME = "6",
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354v2.html#TT70569"}

@article{bb72912,
        AUTHOR = "Hintermuller, M. and Langer, A.",
        TITLE = "Subspace Correction Methods for a Class of Nonsmooth and Nonadditive
Convex Variational Problems with Mixed L1/L2 Data-Fidelity in
Image Processing",
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        YEAR = "2013",
        NUMBER = "4",
        PAGES = "2134-2173",
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@article{bb72913,
        AUTHOR = "Zhang, K. and Liu, Q. and Song, H. and Li, X.",
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Correction",
        JOURNAL = Cyber,
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@article{bb72914,
        AUTHOR = "Abawonse, O. and Dogan, G.",
        TITLE = "An Implementation of Two-Phase Image Segmentation Using the Split
Bregman Method",
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@inproceedings{bb72915,
        AUTHOR = "Rada, L. and Chen, K. and Ghanbari, B.",
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image segmentation",
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@inproceedings{bb72916,
        AUTHOR = "Chen, K.",
        TITLE = "Selective variational image segmentation combined with registration:
Models and algorithms",
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@inproceedings{bb72917,
        AUTHOR = "Last, C. and Winkelbach, S. and Wahl, F.M.",
        TITLE = "Global-to-local shape priors for variational image segmentation",
        BOOKTITLE = ICIP14,
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@article{bb72918,
        AUTHOR = "Gorelick, L. and Veksler, O. and Boykov, Y.Y. and Nieuwenhuis, C.",
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@inproceedings{bb72919,
        AUTHOR = "Gorelick, L. and Veksler, O. and Boykov, Y.Y. and Nieuwenhuis, C.",
        TITLE = "Convexity Shape Prior for Segmentation",
        BOOKTITLE = ECCV14,
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@inproceedings{bb72920,
        AUTHOR = "Isack, H. and Gorelick, L. and Ng, K. and Veksler, O. and Boykov, Y.Y.",
        TITLE = "K-convexity Shape Priors for Segmentation",
        BOOKTITLE = ECCV18,
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@inproceedings{bb72921,
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@article{bb72922,
        AUTHOR = "Tsai, A. and Yezzi, A.J. and Willsky, A.S.",
        TITLE = "Curve evolution implementation of the Mumford-Shah functional for image
segmentation, denoising, interpolation, and magnification",
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@article{bb72923,
        AUTHOR = "Yezzi, A.J. and Tsai, A. and Willsky, A.S.",
        TITLE = "A Fully Global Approach to Image Segmentation via Coupled Curve
Evolution Equations",
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@inproceedings{bb72924,
        AUTHOR = "Tsai, A. and Yezzi, A.J. and Willsky, A.S.",
        TITLE = "A Curve Evolution Approach to Smoothing and Segmentation Using the
Mumford-Shah Functional",
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@inproceedings{bb72925,
        AUTHOR = "Yezzi, A.J. and Tsai, A. and Willsky, A.S.",
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@inproceedings{bb72926,
        AUTHOR = "Yezzi, A.J. and Tsai, A. and Willsky, A.S.",
        TITLE = "A Statistical Approach to Snakes for Bimodal and Trimodal Imagery",
        BOOKTITLE = ICCV99,
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@inproceedings{bb72927,
        AUTHOR = "Tsai, A. and Yezzi, A.J. and Wells, W.M. and Tempany, C. and Tucker, D. and Fan, A. and Grimson, W.E.L. and Willsky, A.S.",
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@inproceedings{bb72928,
        AUTHOR = "Kim, J. and Tsai, A. and Cetin, M. and Willsky, A.S.",
        TITLE = "A curve evolution-based variational approach to simultaneous image
restoration and segmentation",
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@inproceedings{bb72929,
        AUTHOR = "Tsai, A.",
        TITLE = "Curve Evolution, Boundary-value Stochastic Processes, the Mumford-Shah
Problem, and Missing Data Applications",
        BOOKTITLE = ICIP00,
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@article{bb72930,
        AUTHOR = "Unal, G. and Krim, H. and Yezzi, A.J.",
        TITLE = "Stochastic differential equations and geometric flows",
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@article{bb72931,
        AUTHOR = "Unal, G. and Yezzi, A.J. and Krim, H.",
        TITLE = "Information-Theoretic Active Polygons for Unsupervised Texture
Segmentation",
        JOURNAL = IJCV,
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@article{bb72932,
        AUTHOR = "Unal, G. and Krim, H. and Yezzi, A.J.",
        TITLE = "Fast Incorporation of Optical Flow Into Active Polygons",
        JOURNAL = IP,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354f1.html#TT70590"}

@inproceedings{bb72933,
        AUTHOR = "Unal, G. and Krim, H. and Yezzi, A.J.",
        TITLE = "Active polygon for object tracking",
        BOOKTITLE = "3DPVT02",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354f1.html#TT70591"}

@inproceedings{bb72934,
        AUTHOR = "Unal, G. and Krim, H.",
        TITLE = "Feature-preserving Flows: A Stochastic Differential Equation's View",
        BOOKTITLE = ICIP00,
        YEAR = "2000",
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@inproceedings{bb72935,
        AUTHOR = "Unal, G. and Nain, D. and Ben Arous, G. and Shimk In, N. and Tannenbaum, A. and Zeitouni, O.",
        TITLE = "Algorithms for stochastic approximations of curvature flows",
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@article{bb72936,
        AUTHOR = "Li, C.M. and Liu, J.D. and Fox, M.D.",
        TITLE = "Segmentation of external force field for automatic initialization and
splitting of snakes",
        JOURNAL = PR,
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@inproceedings{bb72937,
        AUTHOR = "Li, C.M. and Liu, J.D. and Fox, M.D.",
        TITLE = "Segmentation of Edge Preserving Gradient Vector Flow: An Approach
Toward Automatically Initializing and Splitting of Snakes",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354f1.html#TT70595"}

@article{bb72938,
        AUTHOR = "Michailovich, O.V. and Rathi, Y. and Tannenbaum, A.",
        TITLE = "Image Segmentation Using Active Contours Driven by the Bhattacharyya
Gradient Flow",
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@inproceedings{bb72939,
        AUTHOR = "Rathi, Y. and Tannenbaum, A. and Michailovich, O.V.",
        TITLE = "Segmenting Images on the Tensor Manifold",
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        YEAR = "2007",
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@article{bb72940,
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        TITLE = "Interactive Medical Image Segmentation Using PDE Control of Active
Contours",
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@article{bb72941,
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        TITLE = "Geometric attraction-driven flow for image segmentation and boundary
detection",
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@article{bb72942,
        AUTHOR = "Liu, L.X. and Bovik, A.C.",
        TITLE = "Active contours with neighborhood-extending and noise-smoothing
gradient vector flow external force",
        JOURNAL = JIVP,
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@article{bb72943,
        AUTHOR = "Ye, J.T. and Xu, G.L.",
        TITLE = "Geometric Flow Approach for Region-Based Image Segmentation",
        JOURNAL = IP,
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@article{bb72944,
        AUTHOR = "Qin, L. and Zhu, C. and Zhao, Y. and Bai, H. and Tian, H.",
        TITLE = "Generalized Gradient Vector Flow for Snakes:
New Observations, Analysis, and Improvement",
        JOURNAL = CirSysVideo,
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@article{bb72945,
        AUTHOR = "Cook, D.A. and Mueller, M.F. and Fedele, F. and Yezzi, A.J.",
        TITLE = "Adjoint Active Surfaces for Localization and Imaging",
        JOURNAL = IP,
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@inproceedings{bb72946,
        AUTHOR = "ud din Mehmood Jafri, F. and Mueller, M.F. and Yezzi, A.J.",
        TITLE = "A Mumford-Shah Style Unified Framework for Layering:
Pitfalls and Solutions",
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@article{bb72947,
        AUTHOR = "Chan, H.L. and Yan, S. and Lui, L.M. and Tai, X.C.",
        TITLE = "Topology-Preserving Image Segmentation by Beltrami Representation of
Shapes",
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        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354f1.html#TT70605"}

@article{bb72948,
        AUTHOR = "Li, H.F. and Liu, J. and Cui, L. and Huang, H.Y. and Tai, X.C.",
        TITLE = "Volume preserving image segmentation with entropy regularized optimal
transport and its applications in deep learning",
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@article{bb72949,
        AUTHOR = "Li, L. and Xu, X. and Jiang, K. and Liu, W. and Wang, Z.",
        TITLE = "Contour Counts: Restricting Deformation for Accurate Animation
Interpolation",
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@article{bb72950,
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        TITLE = "Contour Flow Constraint: Preserving Global Shape Similarity for Deep
Learning-Based Image Segmentation",
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@inproceedings{bb72951,
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Segmentation and Contour Alignment",
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@inproceedings{bb72952,
        AUTHOR = "Derraz, F. and Boussahla, M. and Peyrodie, L.",
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@inproceedings{bb72953,
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@inproceedings{bb72954,
        AUTHOR = "Derraz, F. and Peyrodie, L. and Taleb Ahmed, A. and Forzy, G.",
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@inproceedings{bb72955,
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@inproceedings{bb72957,
        AUTHOR = "Derraz, F. and Taleb Ahmed, A. and Chikh, A. and Boydev, C. and Peyrodie, L. and Forzy, G.",
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@inproceedings{bb72958,
        AUTHOR = "Derraz, F. and Taleb Ahmed, A. and Peyrodie, L. and Forzy, G. and Boydev, C.",
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Chernoff gradient flow",
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@inproceedings{bb72960,
        AUTHOR = "Derraz, F. and Taleb Ahmed, A. and Pinti, A. and Peyrodie, L. and Betrouni, N. and Chikh, A. and Bereksi Reguig, F.",
        TITLE = "Fast Unsupervised Texture Segmentation Using Active Contours Model
Driven by Bhattacharyya Gradient Flow",
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@inproceedings{bb72961,
        AUTHOR = "Derraz, F. and Taleb Ahmed, A. and Peyrodie, L. and Pinti, A. and Chikh, A. and Bereksi Reguig, F.",
        TITLE = "Active Contours Based Battachryya Gradient Flow for Texture
Segmentation",
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@inproceedings{bb72962,
        AUTHOR = "Zhao, B. and Cheng, S.Y. and Zhang, X.W. and Zhang, G.Y.",
        TITLE = "B-Spline Curve Fitting Based on Gradient Vector Flow Deformable Models",
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@inproceedings{bb72963,
        AUTHOR = "Wang, Y.Q. and Chen, W.F. and Yu, T.L. and Zhang, Y.T.",
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parametric active contours",
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@inproceedings{bb72964,
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        TITLE = "A Reformative Gradient Vector Flow Based on Beltrami Flow",
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@inproceedings{bb72965,
        AUTHOR = "Tang, J.S. and Acton, S.T.",
        TITLE = "A DCT based gradient vector flow snake for object boundary detection",
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@inproceedings{bb72966,
        AUTHOR = "Yu, Y.J. and Acton, S.T.",
        TITLE = "Active contours with area-weighted binary flows for segmenting low SNR
imagery",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 129-132",
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@inproceedings{bb72967,
        AUTHOR = "Yu, H.G. and Pattichis, M.S. and Goens, M.B.",
        TITLE = "Robust Segmentation of Freehand Ultrasound Image Slices Using Gradient
Vector Flow Fast Geometric Active Contours",
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        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354f1.html#TT70625"}

@inproceedings{bb72968,
        AUTHOR = "Rivera Rovelo, J. and Herold, S. and Bayro Corrochano, E.",
        TITLE = "Object Segmentation Using Growing Neural Gas and Generalized Gradient
Vector Flow in the Geometric Algebra Framework",
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@article{bb72969,
        AUTHOR = "Mortensen, E.N. and Barrett, W.A.",
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@inproceedings{bb72970,
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        TITLE = "Toboggan-Based Intelligent Scissors with a Four Parameter Edge Model",
        BOOKTITLE = CVPR99,
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@inproceedings{bb72971,
        AUTHOR = "Mortensen, E.N.",
        TITLE = "Simultaneous Multi-Frame Subpixel Boundary Definition using
Toboggan-Based Intelligent Scissors for Image and Movie Editing",
        BOOKTITLE = Ph.D.,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70629"}

@article{bb72972,
        AUTHOR = "Mortensen, E.N.",
        TITLE = "Vision-Assisted Image Editing",
        JOURNAL = "Computer Graphics",
        VOLUME = "33",
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        NUMBER = "4",
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@inproceedings{bb72973,
        AUTHOR = "Mortensen, E.N. and Barrett, W.A.",
        TITLE = "A Confidence Measure for Boundary Detection and Object Selection",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
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@inproceedings{bb72974,
        AUTHOR = "Mortensen, E.N. and Reese, L.J. and Barrett, W.A.",
        TITLE = "Intelligent selection tools",
        BOOKTITLE = CVPR00,
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@article{bb72975,
        AUTHOR = "Luo, H.T. and Eleftheriadis, A.",
        TITLE = "An interactive authoring system for video object segmentation and
annotation",
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        VOLUME = "17",
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        NUMBER = "7",
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@inproceedings{bb72976,
        AUTHOR = "Luo, H.T. and Eleftheriadis, A.",
        TITLE = "Rubberband: an improved graph search algorithm for interactive object
segmentation",
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        YEAR = "2002",
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@inproceedings{bb72977,
        AUTHOR = "Luo, H.T.",
        TITLE = "Efficient image-dependent object shape coding",
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@inproceedings{bb72978,
        AUTHOR = "Harville, M.",
        TITLE = "Segmenting video input using high-level feedback",
        BOOKTITLE = US_Patent,
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@inproceedings{bb72979,
        AUTHOR = "Weese, J. and Pekar, V. and Kaus, M.",
        TITLE = "Image segmentation",
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@article{bb72980,
        AUTHOR = "Bertelli, L. and Sumengen, B. and Manjunath, B.S. and Gibou, F.",
        TITLE = "A Variational Framework for Multiregion Pairwise-Similarity-Based Image
Segmentation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70638"}

@inproceedings{bb72981,
        AUTHOR = "Bertelli, L. and Sumengen, B. and Manjunath, B.S.",
        TITLE = "Redundancy in All Pairs Fast Marching Method",
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        YEAR = "2006",
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@inproceedings{bb72982,
        AUTHOR = "Bertelli, L. and Sumengen, B. and Manjunath, B.S.",
        TITLE = "Fast and Adaptive Pairwise Similarities for Graph Cuts-based Image
Segmentation",
        BOOKTITLE = PercOrg06,
        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70640"}

@inproceedings{bb72983,
        AUTHOR = "Bertelli, L. and Ghosh, P. and Manjunath, B.S. and Gibou, F.",
        TITLE = "Reference-based probabilistic segmentation as non-rigid registration
using Thin Plate Splines",
        BOOKTITLE = ICIP08,
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@article{bb72984,
        AUTHOR = "Ghosh, P. and Bertelli, L. and Sumengen, B. and Manjunath, B.S.",
        TITLE = "A Nonconservative Flow Field for Robust Variational Image Segmentation",
        JOURNAL = IP,
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70642"}

@inproceedings{bb72985,
        AUTHOR = "Vu, N. and Manjunath, B.S.",
        TITLE = "Shape prior segmentation of multiple objects with graph cuts",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70643"}

@inproceedings{bb72986,
        AUTHOR = "El Saban, M.A. and Manjunath, B.S.",
        TITLE = "Interactive segmentation using curve evolution and relevance feedback",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2725-2728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70644"}

@article{bb72987,
        AUTHOR = "Protiere, A. and Sapiro, G.",
        TITLE = "Interactive Image Segmentation via Adaptive Weighted Distances",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70645"}

@book{bb72988,
        AUTHOR = "Shor, R.",
        TITLE = "Intellegent Scissors:
Interactive tool for image segmentation",
        PUBLISHER = "Online",
        YEAR = "2008",
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@article{bb72989,
        AUTHOR = "Shotton, J.D.J. and Winn, J. and Rother, C. and Criminisi, A.",
        TITLE = "TextonBoost for Image Understanding: Multi-Class Object Recognition and
Segmentation by Jointly Modeling Texture, Layout, and Context",
        JOURNAL = IJCV,
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        YEAR = "2009",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70647"}

@inproceedings{bb72990,
        AUTHOR = "Shotton, J.D.J. and Winn, J. and Rother, C. and Criminisi, A.",
        TITLE = "TextonBoost: Joint Appearance, Shape and Context Modeling for
Multi-class Object Recognition and Segmentation",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 1-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70648"}

@inproceedings{bb72991,
        AUTHOR = "Shotton, J.D.J. and Johnson, M.A. and Cipolla, R.",
        TITLE = "Semantic texton forests for image categorization and segmentation",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70649"}

@article{bb72992,
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        TITLE = "Semi-Automatically Labeling Objects in Images",
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        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70650"}

@article{bb72993,
        AUTHOR = "McGuinness, K. and O'Connor, N.E.",
        TITLE = "A comparative evaluation of interactive segmentation algorithms",
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        VOLUME = "43",
        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70651"}

@article{bb72994,
        AUTHOR = "McGuinness, K. and O'Connor, N.E.",
        TITLE = "Toward automated evaluation of interactive segmentation",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "6",
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@article{bb72995,
        AUTHOR = "Ning, J.F. and Zhang, L. and Zhang, D. and Wu, C.K.",
        TITLE = "Interactive image segmentation by maximal similarity based region
merging",
        JOURNAL = PR,
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@article{bb72996,
        AUTHOR = "Pauplin, O. and Caleb Solly, P. and Smith, J.",
        TITLE = "User-centric image segmentation using an interactive parameter
adaptation tool",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70654"}

@article{bb72997,
        AUTHOR = "Ding, L. and Yilmaz, A.",
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        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70655"}

@article{bb72998,
        AUTHOR = "Ding, L. and Yilmaz, A. and Yan, R.",
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Learning",
        JOURNAL = IP,
        VOLUME = "21",
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        NUMBER = "4",
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        PAGES = "2119-2129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70656"}

@inproceedings{bb72999,
        AUTHOR = "Ding, L. and Yilmaz, A.",
        TITLE = "Enhancing Interactive Image Segmentation with Automatic Label Set
Augmentation",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "VI: 575-588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment354.html#TT70657"}

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