@article{bb62800,
        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#TT60624"}

@article{bb62801,
        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#TT60625"}

@article{bb62802,
        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#TT60626"}

@article{bb62803,
        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#TT60627"}

@inproceedings{bb62804,
        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#TT60628"}

@inproceedings{bb62805,
        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#TT60629"}

@inproceedings{bb62806,
        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#TT60630"}

@article{bb62807,
        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#TT60631"}

@article{bb62808,
        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#TT60632"}

@article{bb62809,
        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#TT60633"}

@article{bb62810,
        AUTHOR = "Peng, B. and Wang, X.Z. and Yang, Y.",
        TITLE = "Region Based Exemplar References for Image Segmentation Evaluation",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "459-462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60634"}

@article{bb62811,
        AUTHOR = "Peng, B. and Simfukwe, M. and Li, T.R.",
        TITLE = "Region-based image segmentation evaluation via perceptual pooling
strategies",
        JOURNAL = MVA,
        VOLUME = "29",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "477-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60635"}

@article{bb62812,
        AUTHOR = "Lampert, T.A. and Stumpf, A. and Gancarski, P.",
        TITLE = "An Empirical Study Into Annotator Agreement, Ground Truth Estimation,
and Algorithm Evaluation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2557-2572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60636"}

@article{bb62813,
        AUTHOR = "Pont Tuset, J. and Marques, F.",
        TITLE = "Supervised Evaluation of Image Segmentation and Object Proposal
Techniques",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1465-1478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60637"}

@inproceedings{bb62814,
        AUTHOR = "Pont Tuset, J. and Marques, F.",
        TITLE = "Measures and Meta-Measures for the Supervised Evaluation of Image
Segmentation",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2131-2138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60638"}

@inproceedings{bb62815,
        AUTHOR = "Pont Tuset, J. and Marques, F.",
        TITLE = "Supervised Assessment of Segmentation Hierarchies",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "IV: 814-827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60639"}

@article{bb62816,
        AUTHOR = "Novelli, A. and Aguilar, M.A. and Aguilar, F.J. and Nemmaoui, A. and Tarantino, E.",
        TITLE = "AssesSeg: A Command Line Tool to Quantify Image Segmentation Quality:
A Test Carried Out in Southern Spain from Satellite Imagery",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60640"}

@article{bb62817,
        AUTHOR = "Berezsky, O. and Melnyk, G. and Batko, Y. and Pitsun, O.",
        TITLE = "Regions Matching Algorithms Analysis to Quantify the 
Image Segmentation Results",
        JOURNAL = Sensors,
        VOLUME = "208",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "44-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60641"}

@article{bb62818,
        AUTHOR = "Valindria, V.V. and Lavdas, I. and Bai, W. and Kamnitsas, K. and Aboagye, E.O. and Rockall, A.G. and Rueckert, D. and Glocker, B.",
        TITLE = "Reverse Classification Accuracy:
Predicting Segmentation Performance in the Absence of Ground Truth",
        JOURNAL = MedImg,
        VOLUME = "36",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1597-1606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60642"}

@article{bb62819,
        AUTHOR = "Su, T.F. and Zhang, S.W.",
        TITLE = "Local and global evaluation for remote sensing image segmentation",
        JOURNAL = PandRS,
        VOLUME = "130",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "256-276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60643"}

@article{bb62820,
        AUTHOR = "Bock, S. and Immitzer, M. and Atzberger, C.",
        TITLE = "On the Objectivity of the Objective Function:
Problems with Unsupervised Segmentation Evaluation Based on Global Score
and a Possible Remedy",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60644"}

@article{bb62821,
        AUTHOR = "Peng, B. and Zhang, L. and Mou, X. and Yang, M.H.",
        TITLE = "Evaluation of Segmentation Quality via Adaptive Composition of
Reference Segmentations",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1929-1941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60645"}

@inproceedings{bb62822,
        AUTHOR = "Peng, B. and Zhang, L.",
        TITLE = "Evaluation of Image Segmentation Quality by Adaptive Ground Truth
Composition",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "III: 287-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60646"}

@article{bb62823,
        AUTHOR = "Perret, B. and Cousty, J. and Guimaraes, S.J.F. and Maia, D.S.",
        TITLE = "Evaluation of Hierarchical Watersheds",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1676-1688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60647"}

@inproceedings{bb62824,
        AUTHOR = "Maia, D.S. and de Albuquerque Araujo, A. and Cousty, J. and Najman, L. and Perret, B. and Talbot, H.",
        TITLE = "Evaluation of Combinations of Watershed Hierarchies",
        BOOKTITLE = ISMM17,
        YEAR = "2017",
        PAGES = "133-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60648"}

@inproceedings{bb62825,
        AUTHOR = "Perret, B. and Cousty, J. and Ura, J.C.R. and Guimaraes, S.J.F.",
        TITLE = "Evaluation of Morphological Hierarchies for Supervised Segmentation",
        BOOKTITLE = ISMM15,
        YEAR = "2015",
        PAGES = "39-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60649"}

@article{bb62826,
        AUTHOR = "Cai, L.P. and Shi, W.Z. and Miao, Z. and Hao, M.",
        TITLE = "Accuracy Assessment Measures for Object Extraction from Remote
Sensing Images",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60650"}

@article{bb62827,
        AUTHOR = "Gurari, D. and He, K. and Xiong, B. and Zhang, J.M. and Sameki, M. and Jain, S.D. and Sclaroff, S. and Betke, M. and Grauman, K.",
        TITLE = "Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing
the Segmentation(s)",
        JOURNAL = IJCV,
        VOLUME = "126",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "714-730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60651"}

@inproceedings{bb62828,
        AUTHOR = "Sameki, M. and Gurari, D. and Betke, M.",
        TITLE = "ICORD: Intelligent Collection of Redundant Data: A Dynamic System for
Crowdsourcing Cell Segmentations Accurately and Efficiently",
        BOOKTITLE = Microscopy16,
        YEAR = "2016",
        PAGES = "1380-1389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60652"}

@article{bb62829,
        AUTHOR = "Randrianasoa, J.F. and Kurtz, C. and Desjardin, E. and Passat, N.",
        TITLE = "Binary Partition Tree construction from multiple features for image
segmentation",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "237-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60653"}

@inproceedings{bb62830,
        AUTHOR = "Randrianasoa, J.F. and Kurtz, C. and Desjardin, E. and Passat, N.",
        TITLE = "Multi-image Segmentation:
A Collaborative Approach Based on Binary Partition Trees",
        BOOKTITLE = ISMM15,
        YEAR = "2015",
        PAGES = "253-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60654"}

@article{bb62831,
        AUTHOR = "Randrianasoa, J.F. and Cettour Janet, P. and Kurtz, C. and Desjardin, E. and Gancarski, P. and Bednarek, N. and Rousseau, F. and Passat, N.",
        TITLE = "Supervised quality evaluation of binary partition trees for object
segmentation",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60655"}

@inproceedings{bb62832,
        AUTHOR = "Randrianasoa, J.F. and Kurtz, C. and Gancarski, P. and Desjardin, E. and Passat, N.",
        TITLE = "Evaluating the quality of binary partition trees based on uncertain
semantic ground-truth for image segmentation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3874-3878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60656"}

@article{bb62833,
        AUTHOR = "Wang, Y.J. and Qi, Q.W. and Liu, Y.",
        TITLE = "Unsupervised Segmentation Evaluation Using Area-Weighted Variance and
Jeffries-Matusita Distance for Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60657"}

@article{bb62834,
        AUTHOR = "Heim, E. and Seitel, A. and Andrulis, J. and Isensee, F. and Stock, C. and Ross, T. and Maier Hein, L.",
        TITLE = "Clickstream Analysis for Crowd-Based Object Segmentation with
Confidence",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2814-2826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60658"}

@article{bb62835,
        AUTHOR = "Syrris, V. and Hasenohr, P. and Delipetrev, B. and Kotsev, A. and Kempeneers, P. and Soille, P.",
        TITLE = "Evaluation of the Potential of Convolutional Neural Networks and
Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60659"}

@article{bb62836,
        AUTHOR = "Gurari, D. and Zhao, Y. and Jain, S.D. and Betke, M. and Grauman, K.",
        TITLE = "Predicting How to Distribute Work Between Algorithms and Humans to
Segment an Image Batch",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1198-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60660"}

@inproceedings{bb62837,
        AUTHOR = "Gurari, D. and Jain, S.D. and Betke, M. and Grauman, K.",
        TITLE = "Pull the Plug? Predicting If Computers or Humans Should Segment
Images",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "382-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60661"}

@article{bb62838,
        AUTHOR = "Chen, Z. and Zhu, H.",
        TITLE = "Visual Quality Evaluation for Semantic Segmentation:
Subjective Assessment Database and Objective Assessment Measure",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5785-5796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60662"}

@article{bb62839,
        AUTHOR = "Liu, H. and Luo, J.C. and Huang, B. and Hu, X.D. and Sun, Y.W. and Yang, Y.P. and Xu, N. and Zhou, N.",
        TITLE = "DE-Net: Deep Encoding Network for Building Extraction from
High-Resolution Remote Sensing Imagery",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60663"}

@inproceedings{bb62840,
        AUTHOR = "Ming, D.P. and Wang, Q. and Luo, J.C. and Shen, Z.F.",
        TITLE = "Evaluation of High Spatial Resolution Remote Sensing Image Segmentation
Algorithms",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60664"}

@article{bb62841,
        AUTHOR = "Aguiar, G.J. and Mantovani, R.G. and Mastelini, S.M. and de Carvalho, A.C.P.F.L. and Campos, G.F.C. and Junior, S.B.",
        TITLE = "A meta-learning approach for selecting image segmentation algorithm",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "480-487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60665"}

@article{bb62842,
        AUTHOR = "Jozdani, S. and Chen, D.M.",
        TITLE = "On the versatility of popular and recently proposed supervised
evaluation metrics for segmentation quality of remotely sensed
images: An experimental case study of building extraction",
        JOURNAL = PandRS,
        VOLUME = "160",
        YEAR = "2020",
        PAGES = "275-290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60666"}

@article{bb62843,
        AUTHOR = "Akbas, E. and Ahuja, N.",
        TITLE = "Low-level multiscale image segmentation and a benchmark for its
evaluation",
        JOURNAL = CVIU,
        VOLUME = "199",
        YEAR = "2020",
        PAGES = "103026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60667"}

@inproceedings{bb62844,
        AUTHOR = "Oksuz, K. and Cam, B.C. and Akbas, E. and Kalkan, S.",
        TITLE = "Localization Recall Precision (LRP):
A New Performance Metric for Object Detection",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 521-537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60668"}

@article{bb62845,
        AUTHOR = "Zhao, M. and Meng, Q.Y. and Zhang, L.L. and Hu, D. and Zhang, Y. and Allam, M.",
        TITLE = "A Fast and Effective Method for Unsupervised Segmentation Evaluation
of Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60669"}

@article{bb62846,
        AUTHOR = "Yang, K.L. and Hu, X.X. and Bergasa, L.M. and Romera, E. and Wang, K.W.",
        TITLE = "PASS: Panoramic Annular Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4171-4185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60670"}

@article{bb62847,
        AUTHOR = "Kazakeviciute Januskeviciene, G. and Janusonis, E. and Bausys, R. and Limba, T. and Kiskis, M.",
        TITLE = "Assessment of the Segmentation of RGB Remote Sensing Images:
A Subjective Approach",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60671"}

@article{bb62848,
        AUTHOR = "Kamann, C. and Rother, C.",
        TITLE = "Benchmarking the Robustness of Semantic Segmentation Models with
Respect to Common Corruptions",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "462-483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60672"}

@article{bb62849,
        AUTHOR = "Wang, X.M. and Li, Q.M. and Yu, Y. and Xu, Y.C.",
        TITLE = "Evaluation criterion of underwater object clustering segmentation with
pulse-coupled neural network",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "4076-4085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60673"}

@article{bb62850,
        AUTHOR = "Ruiz Lendinez, J.J. and Urena Camara, M.A. and Mesa Mingorance, J.L. and Quesada Real, F.J.",
        TITLE = "Automatic Positional Accuracy Assessment of Imagery Segmentation
Processes: A Case Study",
        JOURNAL = IJGI,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60674"}

@article{bb62851,
        AUTHOR = "Blum, H. and Sarlin, P.E. and Nieto, J. and Siegwart, R. and Cadena, C.",
        TITLE = "The Fishyscapes Benchmark:
Measuring Blind Spots in Semantic Segmentation",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3119-3135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60675"}

@article{bb62852,
        AUTHOR = "Melki, P. and Bombrun, L. and Millet, E. and Diallo, B. and El Ghor, H.E. and da Costa, J.P.",
        TITLE = "Exploratory Analysis on Pixelwise Image Segmentation Metrics with an
Application in Proximal Sensing",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60676"}

@article{bb62853,
        AUTHOR = "Tung, C. and Goel, A. and Bordwell, F. and Eliopoulos, N. and Hu, X. and Lu, Y.H. and Thiruvathukal, G.K.",
        TITLE = "Why Accuracy is Not Enough: The Need for Consistency in Object
Detection",
        JOURNAL = MultMedMag,
        VOLUME = "29",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "8-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60677"}

@article{bb62854,
        AUTHOR = "Oksuz, K. and Cam, B.C. and Kalkan, S. and Akbas, E.",
        TITLE = "One Metric to Measure Them All: Localisation Recall Precision (LRP)
for Evaluating Visual Detection Tasks",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9446-9463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60678"}

@article{bb62855,
        AUTHOR = "Lambert, J. and Liu, Z. and Sener, O. and Hays, J. and Koltun, V.",
        TITLE = "MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "796-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60679"}

@inproceedings{bb62856,
        AUTHOR = "Koltun, V. and Hays, J. and Sener, O. and Liu, Z. and Lambert, J.",
        TITLE = "MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2876-2885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60679"}

@article{bb62857,
        AUTHOR = "Li, S. and Liu, F. and Jiao, L.C. and Liu, X. and Chen, P.H.",
        TITLE = "Learning Salient Feature for Salient Object Detection Without Labels",
        JOURNAL = Cyber,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1012-1025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60680"}

@inproceedings{bb62858,
        AUTHOR = "Mai, L. and Liu, F.",
        TITLE = "Comparing Salient Object Detection Results without Ground Truth",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "III: 76-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60681"}

@article{bb62859,
        AUTHOR = "Das, G. and Panda, R. and Samantaray, L. and Agrawal, S.",
        TITLE = "A Novel Segmentation Error Minimization-Based Method for Multilevel
Optimal Threshold Selection Using Opposition Equilibrium Optimizer",
        JOURNAL = IJIG,
        VOLUME = "23",
        YEAR = "2023",
        NUMBER = "2 2023",
        PAGES = "2350021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60682"}

@article{bb62860,
        AUTHOR = "Pemula, R. and Kumar, S.V. and Nagaraju, C.",
        TITLE = "Generation of Random Fields for Image Segmentation Techniques: A Review",
        JOURNAL = IJIG,
        VOLUME = "23",
        YEAR = "2023",
        NUMBER = "2 2023",
        PAGES = "2350022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60683"}

@article{bb62861,
        AUTHOR = "Yang, Y.F. and Yang, B.",
        TITLE = "Benchmarking and Analysis of Unsupervised Object Segmentation from
Real-World Single Images",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2077-2113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60684"}

@article{bb62862,
        AUTHOR = "Mackow, W. and Bondarewicz, M. and Lysko, A. and Terefenko, P.",
        TITLE = "Orthophoto-Based Vegetation Patch Analyses: A New Approach to Assess
Segmentation Quality",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "17",
        PAGES = "3344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60685"}

@article{bb62863,
        AUTHOR = "Cho, Y.J.",
        TITLE = "Weighted Intersection over Union (wIoU) for evaluating image
segmentation",
        JOURNAL = PRL,
        VOLUME = "185",
        YEAR = "2024",
        PAGES = "101-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60686"}

@article{bb62864,
        AUTHOR = "Pacheco dos Santos Lima, M.S. and Lopez Rubio, E. and Ortiz de Lazcano Lobato, J.M. and Fernandez Rodriguez, J.D.",
        TITLE = "Enhanced generation of automatically labelled image segmentation
datasets by advanced style interpreter deep architectures",
        JOURNAL = PRL,
        VOLUME = "193",
        YEAR = "2025",
        PAGES = "101-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60687"}

@article{bb62865,
        AUTHOR = "Cai, W.X. and Jin, K. and Hou, J.Y. and Guo, C. and Wu, L. and Yang, W.K.",
        TITLE = "VDD: Varied Drone Dataset for semantic segmentation",
        JOURNAL = JVCIR,
        VOLUME = "109",
        YEAR = "2025",
        PAGES = "104429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60688"}

@article{bb62866,
        AUTHOR = "Hsieh, P.W. and Tseng, C.L. and Yang, S.Y.",
        TITLE = "Additive-Bias-Correction Variational Model for Noisy and
Intensity-Inhomogeneous Image Segmentation",
        JOURNAL = SIIMS,
        VOLUME = "18",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "1235-1259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60689"}

@inproceedings{bb62867,
        AUTHOR = "Bauchwitz, B. and Cummings, M.",
        TITLE = "Task Configuration Impacts Annotation Quality and Model Training
Performance in Crowdsourced Image Segmentation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6646-6656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60690"}

@inproceedings{bb62868,
        AUTHOR = "Ivanova, D. and Aversa, M. and Henderson, P. and Williamson, J.",
        TITLE = "ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media
Damage",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7439-7449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60691"}

@inproceedings{bb62869,
        AUTHOR = "Zhang, Z. and Ma, Y. and Zhang, E. and Bai, X.",
        TITLE = "PSALM: Pixelwise Segmentation with Large Multi-modal Model",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIV: 74-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60692"}

@inproceedings{bb62870,
        AUTHOR = "Kumar, U.R. and Vandewalle, P.",
        TITLE = "Similarity-Weighted IoU (sIOU): A Comprehensive Metric for Evaluating
Model Performance Through Similarity-Weighted Class Overlaps",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "936-942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60693"}

@inproceedings{bb62871,
        AUTHOR = "Deng, X.Q. and Yu, Q.H. and Wang, P. and Shen, X.H. and Chen, L.C.",
        TITLE = "COCONut: Modernizing COCO Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "21863-21873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60694"}

@inproceedings{bb62872,
        AUTHOR = "Schiappa, M.C. and Azad, S. and Vs, S. and Ge, Y.H. and Miksik, O. and Rawat, Y.S. and Vineet, V.",
        TITLE = "Robustness Analysis on Foundational Segmentation Models",
        BOOKTITLE = WhatNext24,
        YEAR = "2024",
        PAGES = "1786-1796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60695"}

@inproceedings{bb62873,
        AUTHOR = "Li, X.T. and Yuan, H. and Li, W. and Ding, H.H. and Wu, S. and Zhang, W.W. and Li, Y. and Chen, K. and Loy, C.C.",
        TITLE = "OMG-Seg: Is One Model Good Enough for all Segmentation?",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27948-27959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60696"}

@inproceedings{bb62874,
        AUTHOR = "Brunekreef, J. and Marcus, E. and Sheombarsing, R. and Sonke, J.J. and Teuwen, J.",
        TITLE = "Kandinsky Conformal Prediction: Efficient Calibration of Image
Segmentation Algorithms",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "4135-4143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60697"}

@inproceedings{bb62875,
        AUTHOR = "Yin, Z.J. and Liang, K.M. and Li, B. and Ma, Z.Y. and Guo, J.",
        TITLE = "Benchmarking Segmentation Models with Mask-Preserved Attribute
Editing",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22509-22519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60698"}

@inproceedings{bb62876,
        AUTHOR = "Kerssies, T. and de Geus, D. and Dubbelman, G.",
        TITLE = "How to Benchmark Vision Foundation Models for Semantic Segmentation?",
        BOOKTITLE = MMFM24,
        YEAR = "2024",
        PAGES = "1162-1171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60699"}

@inproceedings{bb62877,
        AUTHOR = "Koehler, G. and Wald, T. and Ulrich, C. and Zimmerer, D. and Jaeger, P.F. and Franke, J.K.H. and Kohl, S. and Isensee, F. and Maier Hein, K.H.",
        TITLE = "RecycleNet: Latent Feature Recycling Leads to Iterative Decision
Refinement",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "799-807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60700"}

@inproceedings{bb62878,
        AUTHOR = "Bernhard, M. and Amoroso, R. and Kindermann, Y. and Baraldi, L. and Cucchiara, R. and Tresp, V. and Schubert, M.",
        TITLE = "What's Outside the Intersection? Fine-grained Error Analysis for
Semantic Segmentation Beyond IoU",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "957-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60701"}

@inproceedings{bb62879,
        AUTHOR = "Shinya, Y.",
        TITLE = "BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection
Evaluation",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60702"}

@inproceedings{bb62880,
        AUTHOR = "Tu, P. and Xie, X. and Ai, G. and Li, Y.X. and Huang, Y.W. and Zheng, Y.F.",
        TITLE = "FemtoDet: An Object Detection Baseline for Energy Versus Performance
Tradeoffs",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "13272-13281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60703"}

@inproceedings{bb62881,
        AUTHOR = "Qi, L. and Kuen, J. and Shen, T.C. and Gu, J.X. and Li, W.B. and Guo, W.D. and Jia, J.Y. and Lin, Z. and Yang, M.H.",
        TITLE = "High Quality Entity Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4024-4033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60704"}

@inproceedings{bb62882,
        AUTHOR = "Yu, X.L. and Zuo, Y. and Wang, Z. and Zhang, X.W. and Zhao, J.X. and Yang, Y.T. and Jiao, L.C. and Peng, R. and Wang, X. and Zhang, J. and Zhang, K. and Liu, F. and Alcover Couso, R. and SanMiguel, J.C. and Escudero Vinolo, M. and Tian, H.L. and Matsui, K. and Wang, T.H. and Adan, F. and Gao, Z. and He, X.M. and Bouniot, Q. and Moghaddam, H. and Rai, S.N. and Cermelli, F. and Masone, C. and Pilzer, A. and Ricci, E. and Bursuc, A. and Solin, A. and Trapp, M. and Li, R. and Yao, A. and Chen, W.L. and Simpson, I. and Campbell, N.D.F. and Franchi, G.",
        TITLE = "The Robust Semantic Segmentation UNCV2023 Challenge Results",
        BOOKTITLE = Uncertainty23,
        YEAR = "2023",
        PAGES = "4620-4630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60705"}

@inproceedings{bb62883,
        AUTHOR = "Jia, Z.J. and Chen, L. and Hu, K.W. and Cheng, L. and Feng, Z. and Song, M.L.",
        TITLE = "Model Doctor for Diagnosing and Treating Segmentation Error",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1105-1109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60706"}

@inproceedings{bb62884,
        AUTHOR = "Munir, M.A. and Khan, M.H. and Khan, S. and Khan, F.S.",
        TITLE = "Bridging Precision and Confidence: A Train-Time Loss for Calibrating
Object Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11474-11483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60707"}

@inproceedings{bb62885,
        AUTHOR = "Wu, H.Q. and Chen, K.Y. and Liu, H.Z. and Zhuge, M.C. and Li, B. and Qiao, R.Z. and Shu, X.J. and Gan, B. and Xu, L.S. and Ren, B. and Xu, M.M. and Zhang, W.T. and Ramachandra, R. and Lin, C.W. and Ghanem, B.",
        TITLE = "NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10669-10680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60708"}

@inproceedings{bb62886,
        AUTHOR = "Xu, R.K. and Chen, C. and Peng, J.Y. and Li, C. and Huang, Y.B. and Song, F.L. and Yan, Y.L. and Xiong, Z.W.",
        TITLE = "Toward RAW Object Detection: A New Benchmark and A New Model",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "13384-13393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60709"}

@inproceedings{bb62887,
        AUTHOR = "Ji, D. and Zhao, F. and Lu, H.T. and Tao, M.Y. and Ye, J.P.",
        TITLE = "Ultra-High Resolution Segmentation with Ultra-Rich Context:
A Novel Benchmark",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23621-23630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60710"}

@inproceedings{bb62888,
        AUTHOR = "Dreyer, M. and Achtibat, R. and Wiegand, T. and Samek, W. and Lapuschkin, S.",
        TITLE = "Revealing Hidden Context Bias in Segmentation and Object Detection
through Concept-specific Explanations",
        BOOKTITLE = SAIAD23,
        YEAR = "2023",
        PAGES = "3829-3839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60711"}

@inproceedings{bb62889,
        AUTHOR = "Long, C. and Barbu, A.",
        TITLE = "A Study of Shape Modeling Against Noise",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "611-615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60712"}

@inproceedings{bb62890,
        AUTHOR = "Upchurch, P. and Niu, R.",
        TITLE = "A Dense Material Segmentation Dataset for Indoor and Outdoor Scene
Parsing",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "VIII:450-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60713"}

@inproceedings{bb62891,
        AUTHOR = "Qin, X.B. and Dai, H. and Hu, X.B. and Fan, D.P. and Shao, L. and Van Gool, L.J.",
        TITLE = "Highly Accurate Dichotomous Image Segmentation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVIII:38-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60714"}

@inproceedings{bb62892,
        AUTHOR = "Gu, J.D. and Zhao, H.S. and Tresp, V. and Torr, P.H.S.",
        TITLE = "SegPGD: An Effective and Efficient Adversarial Attack for Evaluating
and Boosting Segmentation Robustness",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIX:308-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60715"}

@inproceedings{bb62893,
        AUTHOR = "Alvarez Gila, A. and van de Weijer, J. and Wang, Y.X. and Garrote, E.",
        TITLE = "MVMO: A Multi-Object Dataset for Wide Baseline Multi-View Semantic
Segmentation",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1166-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60716"}

@inproceedings{bb62894,
        AUTHOR = "Cheng, B. and Girshick, R. and Dollar, P. and Berg, A.C. and Kirillov, A.",
        TITLE = "Boundary IoU: Improving Object-Centric Image Segmentation Evaluation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15329-15337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60717"}

@inproceedings{bb62895,
        AUTHOR = "Ma, N.N. and Zhang, X.Y. and Liu, M. and Sun, J.",
        TITLE = "Activate or Not: Learning Customized Activation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8028-8038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60718"}

@inproceedings{bb62896,
        AUTHOR = "Savarese, P. and Kim, S.S.Y. and Maire, M. and Shakhnarovich, G. and McAllester, D.",
        TITLE = "Information-Theoretic Segmentation by Inpainting Error Maximization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4028-4038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60719"}

@inproceedings{bb62897,
        AUTHOR = "Voigtlaender, P. and Luo, L. and Yuan, C. and Jiang, Y. and Leibe, B.",
        TITLE = "Reducing the Annotation Effort for Video Object Segmentation Datasets",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3059-3068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60720"}

@inproceedings{bb62898,
        AUTHOR = "Zini, S. and Buzzelli, M.",
        TITLE = "On the Impact of Rain over Semantic Segmentation of Street Scenes",
        BOOKTITLE = MOI2QDN20,
        YEAR = "2020",
        PAGES = "597-610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60721"}

@inproceedings{bb62899,
        AUTHOR = "Cappabianco, F.A.M. and Ribeiro, P.F.O. and de Miranda, P.A.V. and Udupa, J.K.",
        TITLE = "A General and Balanced Region-Based Metric for Evaluating Medical
Image Segmentation Algorithms",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1525-1529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment331.html#TT60722"}

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