@article{bb64700,
        AUTHOR = "Azad, R. and Aghdam, E.K. and Rauland, A. and Jia, Y.W. and Avval, A.H. and Bozorgpour, A. and Karimijafarbigloo, S. and Cohen, J.P. and Adeli, E. and Merhof, D.",
        TITLE = "Medical Image Segmentation Review: The Success of U-Net",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10076-10095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment330.html#TT62481"}

@article{bb64701,
        AUTHOR = "Li, X.F. and Ma, Z.Z. and Wang, R. and Sun, Z.X. and Dai, M. and Wang, Y. and Liu, Z.G. and Ye, H.",
        TITLE = "A Survey on Image Segmentation and Super-resolution Reconstruction in
Visual Sensor Networks",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "September",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment330.html#TT62482"}

@article{bb64702,
        AUTHOR = "Dissanayake, T. and George, Y. and Mahapatra, D. and Sridharan, S. and Fookes, C. and Ge, Z.Y.",
        TITLE = "Few-Shot Learning for Medical Image Segmentation:
A Review and Comparative Study",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "September",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment330.html#TT62483"}

@inproceedings{bb64703,
        AUTHOR = "Lucking, A. and Ptock, S. and Bergmann, K.",
        TITLE = "Assessing Agreement on Segmentations by Means of Staccato, the
Segmentation Agreement Calculator according to Thomann",
        BOOKTITLE = GW11,
        YEAR = "2011",
        PAGES = "129-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment330.html#TT62484"}

@inproceedings{bb64704,
        AUTHOR = "Grady, L. and Jolly, M.P. and Seitz, A.",
        TITLE = "Segmentation from a box",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "367-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment330.html#TT62485"}

@inproceedings{bb64705,
        AUTHOR = "Viitaniemi, V. and Laaksonen, J.T.",
        TITLE = "Techniques for Image Classification, Object Detection and Object
Segmentation",
        BOOKTITLE = Visual08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment330.html#TT62486"}

@book{bb64706,
        TITLE = "LHI Segmentation Dataset",
        PUBLISHER = "Online",
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62488"}

@book{bb64707,
        TITLE = "The PASCAL Visual Object Classes Challenge 2012",
        PUBLISHER = "Online",
        YEAR = "2012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62489"}

@book{bb64708,
        TITLE = "COCO: Common Objects in Context",
        PUBLISHER = "Online",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62490"}

@article{bb64709,
        AUTHOR = "Caves, R. and Quegan, S. and White, R.",
        TITLE = "Quantitative Comparison of the Performance of
SAR Segmentation Algorithms",
        JOURNAL = IP,
        VOLUME = "7",
        YEAR = "1998",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1534-1546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62492"}

@article{bb64710,
        AUTHOR = "Everingham, M. and Van Gool, L.J. and Williams, C.K.I. and Winn, J. and Zisserman, A.",
        TITLE = "The Pascal Visual Object Classes (VOC) Challenge",
        JOURNAL = IJCV,
        VOLUME = "88",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62493"}

@book{bb64711,
        AUTHOR = "Everingham, M. and Van Gool, L.J. and Williams, C.K.I. and Winn, J. and Zisserman, A.",
        TITLE = "The PASCAL Visual Object Classes Challenge 2007 (VOC2007) Results",
        PUBLISHER = "Online",
        YEAR = "2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62494"}

@article{bb64712,
        AUTHOR = "Everingham, M. and Eslami, S.M.A. and Van Gool, L.J. and Williams, C.K.I. and Winn, J. and Zisserman, A.",
        TITLE = "The Pascal Visual Object Classes Challenge: A Retrospective",
        JOURNAL = IJCV,
        VOLUME = "111",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "98-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62495"}

@inproceedings{bb64713,
        AUTHOR = "Ranade, S. and Prewitt, J.M.S.",
        TITLE = "A Comparison of Some Segmentation Algorithms for Cytology",
        BOOKTITLE = ICPR80,
        YEAR = "1980",
        PAGES = "561-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62496"}

@article{bb64714,
        AUTHOR = "Hartley, R.L. and Wang, C.Y. and Kitchen, L. and Rosenfeld, A.",
        TITLE = "Segmentation of FLIR Images: A Comparative Study",
        JOURNAL = SMC,
        VOLUME = "12",
        YEAR = "1982",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "553-566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62497"}

@inproceedings{bb64715,
        AUTHOR = "Rosenfeld, A. and Kitchen, L. and Wang, C.Y. and Hartley, R.L.",
        TITLE = "Segmentation of FLIR Images: A Comparative Study",
        BOOKTITLE = DARPA82,
        YEAR = "1982",
        PAGES = "323-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62497"}

@article{bb64716,
        AUTHOR = "Weszka, J.S.",
        TITLE = "A Survey of Threshold Selection Techniques",
        JOURNAL = CGIP,
        VOLUME = "7",
        YEAR = "1978",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "259-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62498"}

@article{bb64717,
        AUTHOR = "Gurari, E.M. and Wechsler, H.",
        TITLE = "On the Difficulties Involved in the Segmentation of Pictures",
        JOURNAL = PAMI,
        VOLUME = "4",
        YEAR = "1982",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "304-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62499"}

@article{bb64718,
        AUTHOR = "Sahoo, P.K. and Soltani, S. and Wong, A.K.C.",
        TITLE = "A Survey of Thresholding Techniques",
        JOURNAL = CVGIP,
        VOLUME = "41",
        YEAR = "1988",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "233-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62500"}

@article{bb64719,
        AUTHOR = "Pal, N.R. and Pal, S.K.",
        TITLE = "A Review on Image Segmentation Techniques",
        JOURNAL = PR,
        VOLUME = "26",
        YEAR = "1993",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1277-1294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62501"}

@article{bb64720,
        AUTHOR = "Nazif, A.M. and Levine, M.D.",
        TITLE = "Dynamic Measurement of Computer Generated Image Segmentations",
        JOURNAL = PAMI,
        VOLUME = "7",
        YEAR = "1985",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "155-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62502"}

@article{bb64721,
        AUTHOR = "Nazif, A.M. and Levine, M.D.",
        TITLE = "Low Level Image Segmentation: An Expert System",
        JOURNAL = PAMI,
        VOLUME = "6",
        YEAR = "1984",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "555-577",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62503"}

@article{bb64722,
        AUTHOR = "Levine, M.D. and Nazif, A.M.",
        TITLE = "Low Level Image Segmentation: An Expert System",
        JOURNAL = PAMI,
        VOLUME = "8",
        YEAR = "1986",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62503"}

@article{bb64723,
        AUTHOR = "Pavlidis, T.",
        TITLE = "Comments on 'Low Level Image Segmentation: An Expert System'",
        JOURNAL = PAMI,
        VOLUME = "8",
        YEAR = "1986",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "675-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62504"}

@article{bb64724,
        AUTHOR = "Levine, M.D. and Nazif, A.M.",
        TITLE = "Rule-Based Image Segmentation: A Dynamic Control Strategy Approach",
        JOURNAL = CVGIP,
        VOLUME = "32",
        YEAR = "1985",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "104-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62505"}

@article{bb64725,
        AUTHOR = "Levine, M.D. and Nazif, A.M.",
        TITLE = "An Optimal Set of Image Segmentation Rules",
        JOURNAL = PRL,
        VOLUME = "2",
        YEAR = "1984",
        PAGES = "243-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62506"}

@article{bb64726,
        AUTHOR = "Yasnoff, W.A. and Mui, J.K. and Bacus, J.W.",
        TITLE = "Error Measures for Scene Segmentation",
        JOURNAL = PR,
        VOLUME = "9",
        YEAR = "1977",
        NUMBER = "4",
        PAGES = "217-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62507"}

@article{bb64727,
        AUTHOR = "Jiang, H. and Toriwaki, J. and Suzuki, H.",
        TITLE = "Comparative Performance Evaluation of Segmentation Methods Based
on Region Growing and Division",
        JOURNAL = SCJ,
        VOLUME = "24",
        YEAR = "1993",
        NUMBER = "13",
        PAGES = "28-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62508"}

@article{bb64728,
        AUTHOR = "Zhang, Y.J.",
        TITLE = "A Survey on Evaluation Methods for Image Segmentation",
        JOURNAL = PR,
        VOLUME = "29",
        YEAR = "1996",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1335-1346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62509"}

@article{bb64729,
        AUTHOR = "Kaushal, T.P.",
        TITLE = "Towards Visually Convincing Image Segmentation",
        JOURNAL = IVC,
        VOLUME = "10",
        YEAR = "1992",
        NUMBER = "9",
        MONTH = "November",
        PAGES = "617-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62510"}

@article{bb64730,
        AUTHOR = "Zhang, Y.J.",
        TITLE = "Evaluation and Comparison of Different Segmentation Algorithms",
        JOURNAL = PRL,
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "963-974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62511"}

@article{bb64731,
        AUTHOR = "Beauchemin, M. and Thomson, K.P.B.",
        TITLE = "The Evaluation of Segmentation Results and the Overlapping Area Matrix",
        JOURNAL = JRS,
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "18",
        MONTH = "December",
        PAGES = "3895-3899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62512"}

@article{bb64732,
        AUTHOR = "Zhang, Y.J. and Gerbrands, J.J.",
        TITLE = "Objective and quantitative segmentation evaluation and comparison",
        JOURNAL = SP,
        VOLUME = "39",
        YEAR = "1994",
        NUMBER = "1-2",
        PAGES = "43-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62513"}

@inproceedings{bb64733,
        AUTHOR = "Zhang, Y.J. and Gerbrands, J.J.",
        TITLE = "Comparison of thresholding techniques using synthetic images and
ultimate measurement accuracy",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "III:209-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62514"}

@article{bb64734,
        AUTHOR = "Correia, P.L. and Pereira, F.",
        TITLE = "Stand-Alone Objective Segmentation Quality Evaluation",
        JOURNAL = JASP,
        VOLUME = "2002",
        YEAR = "2002",
        NUMBER = "4",
        PAGES = "389-400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62515"}

@inproceedings{bb64735,
        AUTHOR = "Correia, P.L. and Pereira, F.",
        TITLE = "Objective Evaluation of Relative Segmentation Quality",
        BOOKTITLE = ICIP00,
        YEAR = "2000",
        PAGES = "Vol I: 308-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62516"}

@article{bb64736,
        AUTHOR = "Correia, P.L. and Pereira, F.",
        TITLE = "Objective evaluation of video segmentation quality",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "186-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62517"}

@article{bb64737,
        AUTHOR = "Lucieer, A. and Stein, A.",
        TITLE = "Existential uncertainty of spatial objects segmented from satellite
sensor imagery",
        JOURNAL = GeoRS,
        VOLUME = "40",
        YEAR = "2002",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2518-2521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62518"}

@article{bb64738,
        AUTHOR = "Lei, T. and Udupa, J.K.",
        TITLE = "Performance evaluation of finite normal mixture model-based image
segmentation techniques",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1153-1169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62519"}

@article{bb64739,
        AUTHOR = "Warfield, S.K. and Zou, K.H. and Wells, W.M.",
        TITLE = "Simultaneous Truth and Performance Level Estimation (STAPLE):
An Algorithm for the Validation of Image Segmentation",
        JOURNAL = MedImg,
        VOLUME = "23",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "903-921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62520"}

@inproceedings{bb64740,
        AUTHOR = "Gorthi, S. and Akhondi Asl, A. and Thiran, J.P. and Warfield, S.K.",
        TITLE = "Optimal MAP Parameters Estimation in STAPLE: Learning from Performance
Parameters versus Image Similarity Information",
        BOOKTITLE = MLMI14,
        YEAR = "2014",
        PAGES = "174-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62521"}

@article{bb64741,
        AUTHOR = "Paglieroni, D.W.",
        TITLE = "Design considerations for image segmentation quality assessment
measures",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1607-1617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62522"}

@article{bb64742,
        AUTHOR = "Zouagui, T. and Benoit Cattin, H. and Odet, C.",
        TITLE = "Image segmentation functional model",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1785-1795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62523"}

@article{bb64743,
        AUTHOR = "Villegas, P. and Marichal, X.",
        TITLE = "Perceptually-Weighted Evaluation Criteria for Segmentation Masks in
Video Sequences",
        JOURNAL = IP,
        VOLUME = "13",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1092-1103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62524"}

@article{bb64744,
        AUTHOR = "Yong, X. and Feng, D.D. and Zhao, R.C. and Petrou, M.",
        TITLE = "Learning-based algorithm selection for image segmentation",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1059-1068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62525"}

@article{bb64745,
        AUTHOR = "Cardoso, J.S. and Corte Real, L.",
        TITLE = "Toward a Generic Evaluation of Image Segmentation",
        JOURNAL = IP,
        VOLUME = "14",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1773-1782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62526"}

@article{bb64746,
        AUTHOR = "Cardoso, J.S. and Corte Real, L.",
        TITLE = "A Measure for Mutual Refinements of Image Segmentations",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2358-2363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62527"}

@article{bb64747,
        AUTHOR = "Cardoso, J.S. and Carvalho, P. and Teixeira, L.F. and Corte Real, L.",
        TITLE = "Partition-distance methods for assessing spatial segmentations of
images and videos",
        JOURNAL = CVIU,
        VOLUME = "113",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "811-823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62528"}

@inproceedings{bb64748,
        AUTHOR = "Carvalho, P. and Pinheiro, M. and Cardoso, J.S. and Corte Real, L.",
        TITLE = "A Shortest Path Approach for Vibrating Line Detection and Tracking",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "9-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62529"}

@article{bb64749,
        AUTHOR = "Carleer, A.P. and Debeir, O. and Wolff, E.",
        TITLE = "Assessment of Very High Spatial Resolution Satellite Image
Segmentations",
        JOURNAL = PhEngRS,
        VOLUME = "71",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1285-1294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62530"}

@article{bb64750,
        AUTHOR = "Martin, A. and Laanaya, H. and Arnold Bos, A.",
        TITLE = "Evaluation for uncertain image classification and segmentation",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1987-1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62531"}

@article{bb64751,
        AUTHOR = "Ortiz, A. and Oliver, G.",
        TITLE = "On the use of the overlapping area matrix for image segmentation
evaluation: A survey and new performance measures",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1916-1926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62532"}

@inproceedings{bb64752,
        AUTHOR = "Ortiz, A. and Oliver, G.",
        TITLE = "A Novel Segmentation Strategy Based on Colour Channels Coupling",
        BOOKTITLE = CIAP05,
        YEAR = "2005",
        PAGES = "328-335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62533"}

@article{bb64753,
        AUTHOR = "Crum, W.R. and Camara, O. and Hill, D.L.G.",
        TITLE = "Generalized Overlap Measures for Evaluation and Validation in Medical
Image Analysis",
        JOURNAL = MedImg,
        VOLUME = "25",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1451-1461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62534"}

@article{bb64754,
        AUTHOR = "Chang, C.I. and Du, Y. and Wang, J. and Guo, S.M. and Thouin, P.D.",
        TITLE = "Survey and comparative analysis of entropy and relative entropy
thresholding techniques",
        JOURNAL = VISP,
        VOLUME = "153",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "837-850",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62535"}

@article{bb64755,
        AUTHOR = "Chen, H.C. and Wang, S.J.",
        TITLE = "Visible colour difference-based quantitative evaluation of colour
segmentation",
        JOURNAL = VISP,
        VOLUME = "153",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "598-609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62536"}

@article{bb64756,
        AUTHOR = "Unnikrishnan, R. and Pantofaru, C. and Hebert, M.",
        TITLE = "Toward Objective Evaluation of Image Segmentation Algorithms",
        JOURNAL = PAMI,
        VOLUME = "29",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "929-944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62537"}

@inproceedings{bb64757,
        AUTHOR = "Unnikrishnan, R. and Pantofaru, C. and Hebert, M.",
        TITLE = "A Measure for Objective Evaluation of Image Segmentation Algorithms",
        BOOKTITLE = EEMCV05,
        YEAR = "2005",
        PAGES = "III: 34-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62538"}

@inproceedings{bb64758,
        AUTHOR = "Pantofaru, C.",
        TITLE = "Studies in Using Image Segmentation to Improve Object Recognition",
        BOOKTITLE = CMU-RI-TR,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62539"}

@inproceedings{bb64759,
        AUTHOR = "Pantofaru, C.",
        TITLE = "Studies in Using Image Segmentation to Improve Object Recognition",
        BOOKTITLE = Ph.D.,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62539"}

@inproceedings{bb64760,
        AUTHOR = "Pantofaru, C. and Hebert, M.",
        TITLE = "A Comparison of Image Segmentation Algorithms",
        BOOKTITLE = CMU-RI-TR,
        YEAR = "2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62540"}

@article{bb64761,
        AUTHOR = "Barnard, K. and Fan, Q.F. and Swaminathan, R. and Hoogs, A. and Collins, R. and Rondot, P. and Kaufhold, J.",
        TITLE = "Evaluation of Localized Semantics: Data, Methodology, and Experiments",
        JOURNAL = IJCV,
        VOLUME = "77",
        YEAR = "2008",
        NUMBER = "1-3",
        MONTH = "May",
        PAGES = "199-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62541"}

@article{bb64762,
        AUTHOR = "Zhang, H. and Fritts, J.E. and Goldman, S.A.",
        TITLE = "Image segmentation evaluation: A survey of unsupervised methods",
        JOURNAL = CVIU,
        VOLUME = "110",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "May",
        PAGES = "260-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62542"}

@inproceedings{bb64763,
        AUTHOR = "Zhang, H. and Cholleti, S.R. and Goldman, S.A. and Fritts, J.E.",
        TITLE = "Meta-Evaluation of Image Segmentation Using Machine Learning",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 1138-1145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62543"}

@inproceedings{bb64764,
        AUTHOR = "Letscher, D. and Fritts, J.E.",
        TITLE = "Image Segmentation Using Topological Persistence",
        BOOKTITLE = CAIP07,
        YEAR = "2007",
        PAGES = "587-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62544"}

@inproceedings{bb64765,
        AUTHOR = "Zhang, H. and Goldman, S.A.",
        TITLE = "Perceptual Information of Images and the Bias in Homogeneity-based
Segmentation",
        BOOKTITLE = PercOrg06,
        YEAR = "2006",
        PAGES = "181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62545"}

@article{bb64766,
        AUTHOR = "Polak, M. and Zhang, H. and Pi, M.H.",
        TITLE = "An evaluation metric for image segmentation of multiple objects",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "July",
        PAGES = "1223-1227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62546"}

@article{bb64767,
        AUTHOR = "Estrada, F.J. and Jepson, A.D.",
        TITLE = "Benchmarking Image Segmentation Algorithms",
        JOURNAL = IJCV,
        VOLUME = "85",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62547"}

@inproceedings{bb64768,
        AUTHOR = "Estrada, F.J. and Jepson, A.D.",
        TITLE = "Quantitative Evaluation of a Novel Image Segmentation Algorithm",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 1132-1139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62548"}

@article{bb64769,
        AUTHOR = "Chung, F. and Schmid, J. and Magnenat Thalmann, N. and Delingette, H.",
        TITLE = "Comparison of statistical models performance in case of segmentation
using a small amount of training datasets",
        JOURNAL = VC,
        VOLUME = "27",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "141-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62549"}

@article{bb64770,
        AUTHOR = "Zhao, X. and Stein, A. and Chen, X. and Zhang, X.",
        TITLE = "Quantification of Extensional Uncertainty of Segmented Image Objects by
Random Sets",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2548-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62550"}

@article{bb64771,
        AUTHOR = "Dogra, D.P. and Majumdar, A.K. and Sural, S.",
        TITLE = "Evaluation of segmentation techniques using region area and boundary
matching information",
        JOURNAL = JVCIR,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "150-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62551"}

@inproceedings{bb64772,
        AUTHOR = "Dogra, D.P. and Majumdar, A.K. and Sural, S.",
        TITLE = "Evaluation of Segmentation Techniques Using Region Size and Boundary
Information",
        BOOKTITLE = PReMI09,
        YEAR = "2009",
        PAGES = "285-290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62552"}

@article{bb64773,
        AUTHOR = "Gavet, Y. and Pinoli, J.C.",
        TITLE = "A Geometric Dissimilarity Criterion Between Jordan Spatial Mosaics.
Theoretical Aspects and Application to Segmentation Evaluation",
        JOURNAL = JMIV,
        VOLUME = "42",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "25-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62553"}

@article{bb64774,
        AUTHOR = "Nguyen, T.D. and Lee, G.S.",
        TITLE = "Color image segmentation using tensor voting based color clustering",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "605-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62554"}

@inproceedings{bb64775,
        AUTHOR = "Dinh, T.N. and Park, J.H. and Lee, C.W. and Lee, G.S.",
        TITLE = "Tensor Voting Based Color Clustering",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "597-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62555"}

@inproceedings{bb64776,
        AUTHOR = "Madhubalan, K. and Lee, G.S.",
        TITLE = "Comparison of Tensor Voting based clustering and EM based clustering",
        BOOKTITLE = FCV11,
        YEAR = "2011",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62556"}

@article{bb64777,
        AUTHOR = "Xue, J.H. and Zhang, Y.J.",
        TITLE = "Ridler and Calvard's, Kittler and Illingworth's and Otsu's methods for
image thresholding",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "793-797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62557"}

@article{bb64778,
        AUTHOR = "Liu, Y. and Bian, L. and Meng, Y.H. and Wang, H.P. and Zhang, S. and Yang, Y.N. and Shao, X.M. and Wang, B.",
        TITLE = "Discrepancy measures for selecting optimal combination of parameter
values in object-based image analysis",
        JOURNAL = PandRS,
        VOLUME = "68",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "144-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62558"}

@article{bb64779,
        AUTHOR = "Correa Tome, F.E. and Sanchez Yanez, R.E. and Ayala Ramirez, V.",
        TITLE = "Measuring empirical discrepancy in image segmentation results",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "3",
        PAGES = "224-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62559"}

@article{bb64780,
        AUTHOR = "Sidiropoulos, P. and Mezaris, V. and Kompatsiaris, I. and Kittler, J.V.",
        TITLE = "Differential Edit Distance: A Metric for Scene Segmentation Evaluation",
        JOURNAL = CirSysVideo,
        VOLUME = "22",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "904-914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62560"}

@article{bb64781,
        AUTHOR = "Hemery, B. and Laurent, H. and Emile, B. and Rosenberger, C.",
        TITLE = "Parametrization of an image understanding quality metric with a
subjective evaluation",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "511-518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62561"}

@article{bb64782,
        AUTHOR = "Peng, B. and Li, T.",
        TITLE = "A Probabilistic Measure for Quantitative Evaluation
of Image Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "7",
        PAGES = "689-692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62562"}

@article{bb64783,
        AUTHOR = "Varga, B. and Karacs, K.",
        TITLE = "Towards a balanced trade-off between speed and accuracy in unsupervised
data-driven image segmentation",
        JOURNAL = MVA,
        VOLUME = "24",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "August",
        PAGES = "1267-1294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62563"}

@inproceedings{bb64784,
        AUTHOR = "Li Baboud, Y.S. and Cardone, A. and Chalfoun, J. and Bajcsy, P. and Elliott, J.",
        TITLE = "Understanding the impact of image quality on segmentation accuracy",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62564"}

@article{bb64785,
        AUTHOR = "Vojodi, H. and Fakhari, A. and Moghadam, A.M.E.",
        TITLE = "A new evaluation measure for color image segmentation based on
genetic programming approach",
        JOURNAL = IVC,
        VOLUME = "31",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "877-886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62565"}

@article{bb64786,
        AUTHOR = "Lin, J. and Peng, B. and Li, T.R.",
        TITLE = "A Learning-Based Framework for Supervised and Unsupervised Image
Segmentation Evaluation",
        JOURNAL = IJIG,
        VOLUME = "14",
        YEAR = "2014",
        NUMBER = "03",
        PAGES = "1450014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62566"}

@article{bb64787,
        AUTHOR = "Michel, J. and Youssefi, D. and Grizonnet, M.",
        TITLE = "Stable Mean-Shift Algorithm and Its Application to the Segmentation
of Arbitrarily Large Remote Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "952-964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62567"}

@article{bb64788,
        AUTHOR = "Peng, R.B. and Varshney, P.K.",
        TITLE = "On performance limits of image segmentation algorithms",
        JOURNAL = CVIU,
        VOLUME = "132",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "24-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62568"}

@article{bb64789,
        AUTHOR = "Peng, R.B. and Varshney, P.K.",
        TITLE = "A human visual system-driven image segmentation algorithm",
        JOURNAL = JVCIR,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "66-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62569"}

@article{bb64790,
        AUTHOR = "Zhang, X.L. and Xiao, P.F. and Feng, X.Z. and Feng, L. and Ye, N.",
        TITLE = "Toward Evaluating Multiscale Segmentations of High Spatial Resolution
Remote Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3694-3706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62570"}

@article{bb64791,
        AUTHOR = "Zhang, X.L. and Xiao, P.F. and Feng, X.Z.",
        TITLE = "Object-specific optimization of hierarchical multiscale segmentations
for high-spatial resolution remote sensing images",
        JOURNAL = PandRS,
        VOLUME = "159",
        YEAR = "2020",
        PAGES = "308-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62571"}

@article{bb64792,
        AUTHOR = "Yang, J. and He, Y.H. and Caspersen, J. and Jones, T.",
        TITLE = "A discrepancy measure for segmentation evaluation from the
perspective of object recognition",
        JOURNAL = PandRS,
        VOLUME = "101",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "186-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62572"}

@article{bb64793,
        AUTHOR = "Lucchi, A. and Marquez Neila, P. and Becker, C. and Li, Y.P. and Smith, K. and Knott, G. and Fua, P.",
        TITLE = "Learning Structured Models for Segmentation of 2-D and 3-D Imagery",
        JOURNAL = MedImg,
        VOLUME = "34",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1096-1110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62573"}

@inproceedings{bb64794,
        AUTHOR = "Lucchi, A. and Li, Y.P. and Boix, X. and Smith, K. and Fua, P.",
        TITLE = "Are spatial and global constraints really necessary for segmentation?",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "9-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62574"}

@inproceedings{bb64795,
        AUTHOR = "Lucchi, A. and Li, Y.P. and Fua, P.",
        TITLE = "Learning for Structured Prediction Using Approximate Subgradient
Descent with Working Sets",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1987-1994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62575"}

@inproceedings{bb64796,
        AUTHOR = "Lucchi, A. and Li, Y.P. and Smith, K. and Fua, P.",
        TITLE = "Structured Image Segmentation Using Kernelized Features",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "II: 400-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62576"}

@article{bb64797,
        AUTHOR = "Shi, R. and Ngan, K.N. and Li, S. and Paramesran, R. and Li, H.L.",
        TITLE = "Visual Quality Evaluation of Image Object Segmentation: Subjective
Assessment and Objective Measure",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5033-5045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62577"}

@article{bb64798,
        AUTHOR = "Shi, R. and Ngan, K.N. and Li, H.L.",
        TITLE = "Gaze-Based Object Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1493-1497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62578"}

@article{bb64799,
        AUTHOR = "Borji, A. and Cheng, M.M. and Jiang, H. and Li, J.",
        TITLE = "Salient Object Detection: A Benchmark",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5706-5722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT62579"}