@inproceedings{bb66300,
        AUTHOR = "Comaniciu, D.",
        TITLE = "Image segmentation using clustering with saddle point detection",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "III: 297-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64036"}

@inproceedings{bb66301,
        AUTHOR = "Fontaine, M. and Macaire, L. and Postaire, J.G.",
        TITLE = "Unsupervised Segmentation Based on Connectivity Analysis",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol I: 660-663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64037"}

@inproceedings{bb66302,
        AUTHOR = "Kam, A.H. and Fitzgerald, W.J.",
        TITLE = "A General Method for Unsupervised Segmentation of Images Using a
Multiscale Approach",
        BOOKTITLE = ECCV00,
        YEAR = "2000",
        PAGES = "II: 69-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64038"}

@inproceedings{bb66303,
        AUTHOR = "Kam, A.H. and Fitzgerald, W.J.",
        TITLE = "Unsupervised multiscale image segmentation",
        BOOKTITLE = CIAP99,
        YEAR = "1999",
        PAGES = "316-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64039"}

@inproceedings{bb66304,
        AUTHOR = "Guo, G.D. and Yu, S. and Ma, S.D.",
        TITLE = "Unsupervised Segmentation Based on Multi-Resolution Analysis,
Robust Statistics and Majority Game Theory",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 799-801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64040"}

@inproceedings{bb66305,
        AUTHOR = "Iivarinen, J. and Rauhamaa, J. and Visa, A.",
        TITLE = "Unsupervised Segmentation of Surface Defects",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "IV: 356-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64041"}

@inproceedings{bb66306,
        AUTHOR = "Kumar, V. and Manolakos, E.",
        TITLE = "Unsupervised Model-Based Object Recognition by
Parameter Estimation of Hierarchical Mixtures",
        BOOKTITLE = ICIP96,
        YEAR = "1996",
        PAGES = "III: 967-970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64042"}

@inproceedings{bb66307,
        AUTHOR = "Rouquet, C. and Bonton, P.",
        TITLE = "Region-based segmentation of textured images",
        BOOKTITLE = CIAP95,
        YEAR = "1995",
        PAGES = "11-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64043"}

@inproceedings{bb66308,
        AUTHOR = "Derras, M. and Debain, C. and Berducat, M. and Bonton, P. and Gallice, J.",
        TITLE = "Unsupervised Regions Segmentation:
Real Time Control of an Upkeep Machine of Natural Spaces",
        BOOKTITLE = ECCV94,
        YEAR = "1994",
        PAGES = "B:207-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64044"}

@inproceedings{bb66309,
        AUTHOR = "Horita, Y. and Murai, T. and Miyahara, M.",
        TITLE = "Region segmentation using K-mean clustering and genetic algorithms",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "III: 1016-1020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment337.html#TT64045"}

@article{bb66310,
        AUTHOR = "Stewart, L. and He, X.M. and Zemel, R.S.",
        TITLE = "Learning Flexible Features for Conditional Random Fields",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1415-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64046"}

@inproceedings{bb66311,
        AUTHOR = "He, X.M. and Zemel, R.S. and Ray, D.",
        TITLE = "Learning and Incorporating Top-Down Cues in Image Segmentation",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 338-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64047"}

@article{bb66312,
        AUTHOR = "Zhang, L. and Ji, Q.A.",
        TITLE = "Image Segmentation with a Unified Graphical Model",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1406-1425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64048"}

@inproceedings{bb66313,
        AUTHOR = "Zhang, L. and Wang, X. and Penwarden, N. and Ji, Q.A.",
        TITLE = "An Image Segmentation Framework Based on Patch Segmentation Fusion",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 187-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64049"}

@article{bb66314,
        AUTHOR = "Gai, J.D. and Stevenson, R.L.",
        TITLE = "Robust contour tracking based on a coupling between geodesic active
contours and conditional random fields",
        JOURNAL = JVCIR,
        VOLUME = "22",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "33-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64050"}

@inproceedings{bb66315,
        AUTHOR = "Gai, J.D. and Stevenson, R.L.",
        TITLE = "Contour tracking based on a synergistic approach of geodesic active
contours and conditional random fields",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "2801-2804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64051"}

@article{bb66316,
        AUTHOR = "Zhang, L. and Ji, Q.A.",
        TITLE = "A Bayesian Network Model for Automatic and Interactive Image
Segmentation",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2582-2593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64052"}

@inproceedings{bb66317,
        AUTHOR = "Zhang, L. and Ji, Q.A.",
        TITLE = "A multiscale hybrid model exploiting heterogeneous contextual
relationships for image segmentation",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2828-2835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64053"}

@inproceedings{bb66318,
        AUTHOR = "Zhang, L. and Ji, Q.A.",
        TITLE = "Integration of multiple contextual information for image segmentation
using a Bayesian Network",
        BOOKTITLE = SLAM08,
        YEAR = "2008",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64054"}

@article{bb66319,
        AUTHOR = "Liu, M.Y. and Tuzel, O. and Ramalingam, S. and Chellappa, R.",
        TITLE = "Entropy-Rate Clustering: Cluster Analysis via Maximizing a Submodular
Function Subject to a Matroid Constraint",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "99-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64055"}

@inproceedings{bb66320,
        AUTHOR = "Liu, M.Y. and Tuzel, O. and Ramalingam, S. and Chellappa, R.",
        TITLE = "Entropy rate superpixel segmentation",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2097-2104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64056"}

@inproceedings{bb66321,
        AUTHOR = "Vemulapalli, R. and Tuzel, O. and Liu, M.Y.",
        TITLE = "Deep Gaussian Conditional Random Field Network:
A Model-Based Deep Network for Discriminative Denoising",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4801-4809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64057"}

@inproceedings{bb66322,
        AUTHOR = "Vemulapalli, R. and Tuzel, O. and Liu, M.Y. and Chellappa, R.",
        TITLE = "Gaussian Conditional Random Field Network for Semantic Segmentation",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "3224-3233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64058"}

@article{bb66323,
        AUTHOR = "Wang, L.L. and Yung, N.H.C.",
        TITLE = "Improved hierarchical conditional random field model for object
segmentation",
        JOURNAL = MVA,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "7-8",
        MONTH = "November",
        PAGES = "1027-1043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64059"}

@article{bb66324,
        AUTHOR = "Liu, F. and Lin, G.S. and Shen, C.H.",
        TITLE = "CRF learning with CNN features for image segmentation",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "10",
        PAGES = "2983-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64060"}

@article{bb66325,
        AUTHOR = "Zand, M. and Doraisamy, S. and Halin, A.A. and Mustaffa, M.R.",
        TITLE = "Ontology-Based Semantic Image Segmentation Using Mixture Models and
Multiple CRFs",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3233-3248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64061"}

@article{bb66326,
        AUTHOR = "Zhu, H.Y. and Lu, J.B. and Cai, J.F. and Zheng, J.M. and Lu, S. and Magnenat Thalmann, N.",
        TITLE = "Multiple Human Identification and Cosegmentation: A Human-Oriented
CRF Approach With Poselets",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1516-1530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64062"}

@inproceedings{bb66327,
        AUTHOR = "Zhu, H.Y. and Lu, J.B. and Cai, J.F. and Zheng, J.M. and Magnenat Thalmann, N.",
        TITLE = "Poselet-based multiple human identification and cosegmentation",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "1076-1080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64063"}

@inproceedings{bb66328,
        AUTHOR = "Zhu, H.Y. and Lu, J.B. and Cai, J.F. and Zheng, J.M. and Magnenat Thalmann, N.",
        TITLE = "Multiple foreground recognition and cosegmentation:
An object-oriented CRF model with robust higher-order potentials",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "485-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64064"}

@article{bb66329,
        AUTHOR = "Mottaghi, R. and Fidler, S. and Yuille, A.L. and Urtasun, R. and Parikh, D.",
        TITLE = "Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "74-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64065"}

@article{bb66330,
        AUTHOR = "Liu, F.Y. and Lin, G.S. and Shen, C.H.",
        TITLE = "Discriminative Training of Deep Fully Connected Continuous CRFs With
Task-Specific Loss",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2127-2136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64066"}

@article{bb66331,
        AUTHOR = "Lin, C. and Xu, G.L. and Cao, Y.J.",
        TITLE = "Contour detection model using linear and non-linear modulation based on
non-CRF suppression",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "993-1003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64067"}

@article{bb66332,
        AUTHOR = "Arnab, A. and Zheng, S. and Jayasumana, S. and Romera Paredes, B. and Larsson, M. and Kirillov, A. and Savchynskyy, B. and Rother, C. and Kahl, F. and Torr, P.H.S.",
        TITLE = "Conditional Random Fields Meet Deep Neural Networks for Semantic
Segmentation: Combining Probabilistic Graphical Models with Deep
Learning for Structured Prediction",
        JOURNAL = SPMag,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "37-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64068"}

@inproceedings{bb66333,
        AUTHOR = "Brynte, L. and Iglesias, J.P. and Olsson, C. and Kahl, F.",
        TITLE = "Learning Structure-From-Motion with Graph Attention Networks",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "4808-4817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64069"}

@inproceedings{bb66334,
        AUTHOR = "Arnab, A. and Jayasumana, S. and Zheng, S. and Torr, P.H.S.",
        TITLE = "Higher Order Conditional Random Fields in Deep Neural Networks",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 524-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64070"}

@inproceedings{bb66335,
        AUTHOR = "Arnab, A. and Torr, P.H.S.",
        TITLE = "Pixelwise Instance Segmentation with a Dynamically Instantiated
Network",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "879-888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64071"}

@inproceedings{bb66336,
        AUTHOR = "Arnab, A. and Torr, P.H.S.",
        TITLE = "Bottom-up Instance Segmentation using Deep Higher-Order CRFs",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64072"}

@inproceedings{bb66337,
        AUTHOR = "Zheng, S. and Jayasumana, S. and Romera Paredes, B. and Vineet, V. and Su, Z.Z. and Du, D.L. and Huang, C. and Torr, P.H.S.",
        TITLE = "Conditional Random Fields as Recurrent Neural Networks",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1529-1537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64073"}

@inproceedings{bb66338,
        AUTHOR = "Larsson, M. and Alven, J. and Kahl, F.",
        TITLE = "Max-Margin Learning of Deep Structured Models for Semantic Segmentation",
        BOOKTITLE = SCIA17,
        YEAR = "2017",
        PAGES = "II: 28-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64074"}

@article{bb66339,
        AUTHOR = "Sultani, W. and Mokhtari, S. and Yun, H.B.",
        TITLE = "Automatic Pavement Object Detection Using Superpixel Segmentation
Combined With Conditional Random Field",
        JOURNAL = ITS,
        VOLUME = "19",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2076-2085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64075"}

@article{bb66340,
        AUTHOR = "Chen, L.C. and Papandreou, G. and Kokkinos, I. and Murphy, K.P. and Yuille, A.L.",
        TITLE = "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets,
Atrous Convolution, and Fully Connected CRFs",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "834-848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64076"}

@inproceedings{bb66341,
        AUTHOR = "Papandreou, G. and Chen, L.C. and Murphy, K.P. and Yuille, A.L.",
        TITLE = "Weakly-and Semi-Supervised Learning of a Deep Convolutional Network
for Semantic Image Segmentation",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1742-1750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64077"}

@inproceedings{bb66342,
        AUTHOR = "Chen, L.C. and Zhu, Y.K. and Papandreou, G. and Schroff, F. and Adam, H.",
        TITLE = "Encoder-Decoder with Atrous Separable Convolution for Semantic Image
Segmentation",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 833-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64078"}

@inproceedings{bb66343,
        AUTHOR = "Chen, L.C. and Barron, J.T. and Papandreou, G. and Murphy, K.P. and Yuille, A.L.",
        TITLE = "Semantic Image Segmentation with Task-Specific Edge Detection Using
CNNs and a Discriminatively Trained Domain Transform",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4545-4554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64079"}

@inproceedings{bb66344,
        AUTHOR = "Konishi, S. and Yuille, A.L.",
        TITLE = "Statistical Cues for Domain Specific Image Segmentation with
Performance Analysis",
        BOOKTITLE = CVPR00,
        YEAR = "2000",
        PAGES = "I: 125-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64080"}

@article{bb66345,
        AUTHOR = "He, C. and Fang, P.Z. and Zhang, Z. and Xiong, D. and Liao, M.S.",
        TITLE = "An End-to-End Conditional Random Fields and Skip-Connected Generative
Adversarial Segmentation Network for Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64081"}

@article{bb66346,
        AUTHOR = "Li, Y. and Guo, Y. and Guo, J. and Ma, Z. and Kong, X. and Liu, Q.",
        TITLE = "Joint CRF and Locality-Consistent Dictionary Learning for Semantic
Segmentation",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "875-886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64082"}

@article{bb66347,
        AUTHOR = "Ma, F. and Gao, F. and Sun, J.P. and Zhou, H.Y. and Hussain, A.",
        TITLE = "Weakly Supervised Segmentation of SAR Imagery Using Superpixel and
Hierarchically Adversarial CRF",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64083"}

@article{bb66348,
        AUTHOR = "Joy, T. and Desmaison, A. and Ajanthan, T. and Bunel, R. and Salzmann, M. and Kohli, P. and Torr, P.H.S. and Kumar, M.P.",
        TITLE = "Efficient Relaxations for Dense CRFs with Sparse Higher-Order
Potentials",
        JOURNAL = SIIMS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "1",
        PAGES = "287-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64084"}

@article{bb66349,
        AUTHOR = "Peng, Z.L. and Li, Q.L.",
        TITLE = "Adaptive appearance separation for interactive image segmentation based
on Dense CRF",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "142-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64085"}

@article{bb66350,
        AUTHOR = "Zhou, L. and Kong, X.Y. and Gong, C. and Zhang, F. and Zhang, X.G.",
        TITLE = "FC-RCCN: Fully convolutional residual continuous CRF network for
semantic segmentation",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "54-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64086"}

@article{bb66351,
        AUTHOR = "Berman, M. and Blaschko, M.B.",
        TITLE = "Discriminative Training of Conditional Random Fields with Probably
Submodular Constraints",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1722-1735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64087"}

@inproceedings{bb66352,
        AUTHOR = "Zaremba, W. and Blaschko, M.B.",
        TITLE = "Discriminative training of CRF models with probably submodular
constraints",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64088"}

@article{bb66353,
        AUTHOR = "Ji, J. and Shi, R. and Li, S.T. and Chen, P. and Miao, Q.G.",
        TITLE = "Encoder-Decoder With Cascaded CRFs for Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "1926-1938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64089"}

@article{bb66354,
        AUTHOR = "Li, Y.J. and Sun, J.X. and Li, Y.",
        TITLE = "Weakly-Supervised Semantic Segmentation Network With Iterative dCRF",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "25419-25426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64090"}

@article{bb66355,
        AUTHOR = "Kong, Y.Y. and Li, Q.",
        TITLE = "Semantic Segmentation of Polarimetric SAR Image Based on Dual-Channel
Multi-Size Fully Connected Convolutional Conditional Random Field",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64091"}

@article{bb66356,
        AUTHOR = "Ma, X.Y. and Xu, J.D. and Chong, Q.P. and Ou, S.F. and Xing, H.H. and Ni, M.Y.",
        TITLE = "FCUnet: Refined remote sensing image segmentation method based on a
fuzzy deep learning conditional random field network",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "12",
        PAGES = "3616-3629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64092"}

@article{bb66357,
        AUTHOR = "Wan, J. and Yin, H. and Wu, Z.Y. and Wu, X. and Liu, Z.H. and Wang, S.",
        TITLE = "CRFormer: A cross-region transformer for shadow removal",
        JOURNAL = IVC,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "105273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64093"}

@article{bb66358,
        AUTHOR = "Carannante, G. and Bouaynaya, N.C. and Dera, D. and Fathallah Shaykh, H.M. and Rasool, G.",
        TITLE = "SUPER-Net: Trustworthy image segmentation via uncertainty propagation
in encoder-decoder networks",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64094"}

@inproceedings{bb66359,
        AUTHOR = "Veksler, O. and Boykov, Y.Y.",
        TITLE = "Sparse Non-local CRF",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "4483-4493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64095"}

@inproceedings{bb66360,
        AUTHOR = "Zbinden, L. and Doorenbos, L. and Pissas, T. and Huber, A.T. and Sznitman, R. and Marquez Neila, P.",
        TITLE = "Stochastic Segmentation with Conditional Categorical Diffusion Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1119-1129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64096"}

@inproceedings{bb66361,
        AUTHOR = "Li, W.H. and Yang, M.Y.",
        TITLE = "Efficient Semantic Segmentation Of Man-made Scenes Using
Fully-connected Conditional Random Field",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B3: 633-640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64097"}

@inproceedings{bb66362,
        AUTHOR = "Sulimowicz, L. and Ahmad, I. and Aved, A.",
        TITLE = "Superpixel-Enhanced Pairwise Conditional Random Field for Semantic
Segmentation",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "271-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64098"}

@inproceedings{bb66363,
        AUTHOR = "Shen, F. and Gan, R. and Yan, S. and Zeng, G.",
        TITLE = "Semantic Segmentation via Structured Patch Prediction, Context CRF
and Guidance CRF",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5178-5186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64099"}

@inproceedings{bb66364,
        AUTHOR = "Zhou, H. and Zhang, J. and Lei, J. and Li, S. and Tu, D.",
        TITLE = "Image semantic segmentation based on FCN-CRF model",
        BOOKTITLE = ICIVC16,
        YEAR = "2016",
        PAGES = "9-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64100"}

@inproceedings{bb66365,
        AUTHOR = "Hayder, Z. and He, X.M. and Salzmann, M.",
        TITLE = "Structural Kernel Learning for Large Scale Multiclass Object
Co-detection",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2632-2640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64101"}

@inproceedings{bb66366,
        AUTHOR = "Hayder, Z. and Salzmann, M. and He, X.M.",
        TITLE = "Object Co-detection via Efficient Inference in a Fully-Connected CRF",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "III: 330-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64102"}

@inproceedings{bb66367,
        AUTHOR = "Kolesnikov, A. and Guillaumin, M. and Ferrari, V. and Lampert, C.H.",
        TITLE = "Closed-Form Approximate CRF Training for Scalable Image Segmentation",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "III: 550-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64103"}

@inproceedings{bb66368,
        AUTHOR = "Kae, A. and Marlin, B.M. and Learned Miller, E.G.",
        TITLE = "The Shape-Time Random Field for Semantic Video Labeling",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "272-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64104"}

@inproceedings{bb66369,
        AUTHOR = "Kae, A. and Sohn, K. and Lee, H.L. and Learned Miller, E.G.",
        TITLE = "Augmenting CRFs with Boltzmann Machine Shape Priors for Image
Labeling",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2019-2026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64105"}

@inproceedings{bb66370,
        AUTHOR = "Roig, G. and Boix, X. and de Nijs, R. and Ramos, S. and Kuhnlenz, K. and Van Gool, L.J.",
        TITLE = "Active MAP Inference in CRFs for Efficient Semantic Segmentation",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2312-2319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64106"}

@inproceedings{bb66371,
        AUTHOR = "Mottaghi, R. and Fidler, S. and Yao, J. and Urtasun, R. and Parikh, D.",
        TITLE = "Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3143-3150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64107"}

@inproceedings{bb66372,
        AUTHOR = "Zhang, H.H. and Wang, J.D. and Tan, P. and Wang, J.L. and Quan, L.",
        TITLE = "Learning CRFs for Image Parsing with Adaptive Subgradient Descent",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "3080-3087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64108"}

@inproceedings{bb66373,
        AUTHOR = "Zhou, L. and Qiao, Y. and Yang, J. and He, X.J.",
        TITLE = "Learning geodesic CRF model for image segmentation",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "1565-1568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64109"}

@inproceedings{bb66374,
        AUTHOR = "Moayedi, F. and Azimifar, Z. and Fieguth, P.W. and Kazemi, A.",
        TITLE = "Adaptive multi-resolution CRF-based contour tracking",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "497-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64110"}

@inproceedings{bb66375,
        AUTHOR = "Xue, F. and Zhang, Y.J.",
        TITLE = "Image Class Segmentation via Conditional Random Field over Weighted
Histogram Classifier",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "477-481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64111"}

@inproceedings{bb66376,
        AUTHOR = "Besbes, O. and Boujemaa, N. and Belhadj, Z.",
        TITLE = "Embedding Gestalt Laws on Conditional Random Field for Image
Segmentation",
        BOOKTITLE = ISVC11,
        YEAR = "2011",
        PAGES = "I: 236-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64112"}

@inproceedings{bb66377,
        AUTHOR = "Besbes, O. and Boujemaa, N. and Belhadj, Z.",
        TITLE = "Stochastic image segmentation by combining region and edge cues",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "2288-2291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64113"}

@inproceedings{bb66378,
        AUTHOR = "Besbes, O. and Belhadj, Z. and Boujemaa, N.",
        TITLE = "A Variational Framework for Adaptive Satellite Images Segmentation",
        BOOKTITLE = SSVM07,
        YEAR = "2007",
        PAGES = "675-686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64114"}

@inproceedings{bb66379,
        AUTHOR = "Besbes, O. and Belhadj, Z. and Boujemaa, N.",
        TITLE = "Adaptive Satellite Images Segmentation by Level Set
Multiregion Competition",
        BOOKTITLE = INRIA,
        YEAR = "2006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64115"}

@inproceedings{bb66380,
        AUTHOR = "Yang, W. and Dai, D.X. and Triggs, B. and Xia, G.S. and He, C.",
        TITLE = "Fast semantic scene segmentation with conditional random field",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "229-232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64116"}

@inproceedings{bb66381,
        AUTHOR = "Cobzas, D. and Schmidt, M.",
        TITLE = "Increased discrimination in level set methods with embedded conditional
random fields",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "328-335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64117"}

@inproceedings{bb66382,
        AUTHOR = "Wu, X.Q. and Shah, S.K.",
        TITLE = "Level Set with Embedded Conditional Random Fields and Shape Priors for
Segmentation of Overlapping Objects",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "II: 230-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64118"}

@inproceedings{bb66383,
        AUTHOR = "Warrell, J. and Moore, A.P. and Prince, S.J.D.",
        TITLE = "Vistas: Hierarchial boundary priors using multiscale conditional random
fields",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338crf2.html#TT64119"}

@article{bb66384,
        AUTHOR = "Tsao, E.C.K. and Lin, W.C. and Chen, C.T.",
        TITLE = "Constraint satisfaction neural networks for image recognition",
        JOURNAL = PR,
        VOLUME = "26",
        YEAR = "1993",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "553-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64120"}

@article{bb66385,
        AUTHOR = "Lin, W.C. and Tsao, E.C.K. and Chen, C.T.",
        TITLE = "Constraint Satisfaction Neural Networks for Image Segmentation",
        JOURNAL = PR,
        VOLUME = "25",
        YEAR = "1992",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "679-693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64121"}

@article{bb66386,
        AUTHOR = "Chen, K.S. and Tsay, D.H. and Huang, W.P. and Tzeng, Y.C.",
        TITLE = "Remote Sensing Image Segmentation Using a
Kalman Filter-Trained Neural-Network",
        JOURNAL = IJIST,
        VOLUME = "7",
        YEAR = "1996",
        NUMBER = "2",
        PAGES = "141-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64122"}

@article{bb66387,
        AUTHOR = "Ziemke, T.",
        TITLE = "Radar Image Segmentation Using Recurrent Artificial Neural Networks",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "319-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64123"}

@article{bb66388,
        AUTHOR = "Routa, S. and Seethalakshmy, A.G. and Srivastava, P. and Majumdar, J.",
        TITLE = "Multimodal Image Segmentation Using a Modified Hopfield Neural Network",
        JOURNAL = PR,
        VOLUME = "31",
        YEAR = "1998",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "743-750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64124"}

@article{bb66389,
        AUTHOR = "Venkatesh, Y.V. and Rishikesh, N.",
        TITLE = "Self-Organizing Neural Networks Based on Spatial Isomorphism for Active
Contour Modeling",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1239-1250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64125"}

@article{bb66390,
        AUTHOR = "Venkatesh, Y.V. and Raja, S.K. and Ramya, N.",
        TITLE = "Multiple contour extraction from graylevel images using an artificial
neural network",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "892-899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64126"}

@article{bb66391,
        AUTHOR = "Gupta, L. and Mangai, U.G. and Das, S.",
        TITLE = "Integrating region and edge information for texture segmentation using
a modified constraint satisfaction neural network",
        JOURNAL = IVC,
        VOLUME = "26",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1106-1117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64127"}

@article{bb66392,
        AUTHOR = "Sahami, S. and Shayesteh, M.G.",
        TITLE = "Bi-level image compression technique using neural networks",
        JOURNAL = IET-IPR,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "5",
        PAGES = "496-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64128"}

@article{bb66393,
        AUTHOR = "Langkvist, M. and Kiselev, A. and Alirezaie, M. and Loutfi, A.",
        TITLE = "Classification and Segmentation of Satellite Orthoimagery Using
Convolutional Neural Networks",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64129"}

@article{bb66394,
        AUTHOR = "Ghodrati, A. and Diba, A. and Pedersoli, M. and Tuytelaars, T. and Van Gool, L.J.",
        TITLE = "DeepProposals: Hunting Objects and Actions by Cascading Deep
Convolutional Layers",
        JOURNAL = IJCV,
        VOLUME = "124",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "September",
        PAGES = "115-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64130"}

@inproceedings{bb66395,
        AUTHOR = "Ghodrati, A. and Diba, A. and Pedersoli, M. and Tuytelaars, T. and Van Gool, L.J.",
        TITLE = "DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2578-2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64131"}

@article{bb66396,
        AUTHOR = "Nakajima, Y. and Saito, H.",
        TITLE = "Simultaneous Object Segmentation and Recognition by Merging CNN Outputs
from Uniformly Distributed Multiple Viewpoints",
        JOURNAL = IEICE,
        VOLUME = "E101-D",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1308-1316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64132"}

@article{bb66397,
        AUTHOR = "Wang, C.Y. and Xu, A. and Li, X.L.",
        TITLE = "Supervised Classification High-Resolution Remote-Sensing Image Based
on Interval Type-2 Fuzzy Membership Function",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64133"}

@inproceedings{bb66398,
        AUTHOR = "Wang, C.Y. and Xu, A. and Li, C. and Zhao, X.M.",
        TITLE = "Interval Type-2 Fuzzy Based Neural Network For High Resolution Remote
Sensing Image Segmentation",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 385-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64134"}

@article{bb66399,
        AUTHOR = "Larsson, M. and Arnab, A. and Zheng, S. and Torr, P.H.S. and Kahl, F.",
        TITLE = "Revisiting Deep Structured Models for Pixel-Level Labeling with
Gradient-Based Inference",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "2610-2628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment338nn1.html#TT64135"}

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