@article{bb114800,
        AUTHOR = "Yang, Y.X. and Song, S.Z. and Liu, D.L. and Zhang, J.Q. and Chan, J.C.W.",
        TITLE = "Robust Background Feature Extraction Through Homogeneous Region-Based
Joint Sparse Representation for Hyperspectral Anomaly Detection",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8723-8737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111055"}

@article{bb114801,
        AUTHOR = "Liu, S. and Zhang, L. and Cen, Y. and Chen, L. and Wang, Y.",
        TITLE = "A Fast Hyperspectral Anomaly Detection Algorithm Based on Greedy
Bilateral Smoothing and Extended Multi-Attribute Profile",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "19",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111056"}

@article{bb114802,
        AUTHOR = "Zhao, G.P. and Li, F. and Zhang, X. and Laakso, K. and Chan, J.C.W.",
        TITLE = "Archetypal Analysis and Structured Sparse Representation for
Hyperspectral Anomaly Detection",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111057"}

@article{bb114803,
        AUTHOR = "Fu, X.Y. and Jia, S. and Zhuang, L. and Xu, M. and Zhou, J. and Li, Q.Q.",
        TITLE = "Hyperspectral Anomaly Detection via Deep Plug-and-Play Denoising CNN
Regularization",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9553-9568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111058"}

@article{bb114804,
        AUTHOR = "Tang, L. and Li, Z. and Wang, W.Z. and Zhao, B. and Pan, Y. and Tian, Y.B.",
        TITLE = "An Efficient and Robust Framework for Hyperspectral Anomaly Detection",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "21",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111059"}

@article{bb114805,
        AUTHOR = "Wang, S.Y. and Wang, X.Y. and Zhang, L.P. and Zhong, Y.F.",
        TITLE = "Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on
Fully Convolutional Autoencoder",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111060"}

@article{bb114806,
        AUTHOR = "Zhang, K.T. and Wang, B. and Kuo, C.C.J.",
        TITLE = "PEDENet: Image anomaly localization via patch embedding and density
estimation",
        JOURNAL = PRL,
        VOLUME = "153",
        YEAR = "2022",
        PAGES = "144-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111061"}

@inproceedings{bb114807,
        AUTHOR = "Yu, S.F. and Chiu, W.C.",
        TITLE = "Boosting Semi-Supervised Anomaly Detection via Contrasting Synthetic
Images",
        BOOKTITLE = MVA21,
        YEAR = "2021",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111062"}

@inproceedings{bb114808,
        AUTHOR = "Li, T.Q. and Wang, Z. and Liu, S.Y. and Lin, W.Y.",
        TITLE = "Deep Unsupervised Anomaly Detection",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3635-3644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111063"}

@inproceedings{bb114809,
        AUTHOR = "Polonen, I. and Riihiaho, K. and Hakola, A.M. and Annala, L.",
        TITLE = "Minimal Learning Machine In Anomaly Detection From Hyperspectral Images",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:467-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111064"}

@inproceedings{bb114810,
        AUTHOR = "Merrill, N. and Olson, C.C.",
        TITLE = "Unsupervised Ensemble-Kernel Principal Component Analysis for
Hyperspectral Anomaly Detection",
        BOOKTITLE = PBVS20,
        YEAR = "2020",
        PAGES = "507-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111065"}

@inproceedings{bb114811,
        AUTHOR = "Park, H. and Noh, J. and Ham, B.",
        TITLE = "Learning Memory-Guided Normality for Anomaly Detection",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14360-14369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111066"}

@inproceedings{bb114812,
        AUTHOR = "Zhao, Q.A. and Karray, F.",
        TITLE = "Anomaly Detection for Images Using Auto-encoder Based Sparse
Representation",
        BOOKTITLE = ICIAR20,
        YEAR = "2020",
        PAGES = "II:144-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111067"}

@inproceedings{bb114813,
        AUTHOR = "Zhang, J. and Qing, L. and Miao, J.",
        TITLE = "Temporal Convolutional Network with Complementary Inner Bag Loss for
Weakly Supervised Anomaly Detection",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4030-4034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111068"}

@inproceedings{bb114814,
        AUTHOR = "Al Sarayreh, M. and Reis, M.M. and Yan, W.Q. and Klette, R.",
        TITLE = "A Sequential CNN Approach for Foreign Object Detection in Hyperspectral
Images",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "I:271-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111069"}

@inproceedings{bb114815,
        AUTHOR = "Vafadar, M. and Ghassemian, H.",
        TITLE = "Hyperspectral anomaly detection using outlier removal from
collaborative representation",
        BOOKTITLE = IPRIA17,
        YEAR = "2017",
        PAGES = "13-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111070"}

@inproceedings{bb114816,
        AUTHOR = "Kulczycki, P. and Kruszewski, D.",
        TITLE = "Detection of Atypical Elements by Transforming Task to Supervised Form",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "458-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111071"}

@inproceedings{bb114817,
        AUTHOR = "Olson, C.C. and Doster, T.",
        TITLE = "A Novel Detection Paradigm and Its Comparison to Statistical and
Kernel-Based Anomaly Detection Algorithms for Hyperspectral Imagery",
        BOOKTITLE = PBVS17,
        YEAR = "2017",
        PAGES = "302-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111072"}

@inproceedings{bb114818,
        AUTHOR = "Ayuga, J.G.R. and Marin, R.M. and Sacristan, M.M. and Bonatti, J. and Ojeda, J.C.",
        TITLE = "Hyperspectral Anomaly Detection In Urban Scenarios",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 111-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111073"}

@inproceedings{bb114819,
        AUTHOR = "Xiao, T. and Zhang, C. and Zha, H.B. and Wei, F.Y.",
        TITLE = "Anomaly Detection via Local Coordinate Factorization and
Spatio-Temporal Pyramid",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "V: 66-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111074"}

@inproceedings{bb114820,
        AUTHOR = "Hachiya, H. and Matsugu, M.",
        TITLE = "NSH: Normality Sensitive Hashing for Anomaly Detection",
        BOOKTITLE = VECTaR13,
        YEAR = "2013",
        PAGES = "795-802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111075"}

@inproceedings{bb114821,
        AUTHOR = "Chen, G.L. and Iwen, M. and Chin, S. and Maggioni, M.",
        TITLE = "A fast multiscale framework for data in high-dimensions: Measure
estimation, anomaly detection, and compressive measurements",
        BOOKTITLE = VCIP12,
        YEAR = "2012",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111076"}

@inproceedings{bb114822,
        AUTHOR = "Rejas, J.G. and Martinez Frias, J. and Bonatti, J. and Martinez, R. and Marchamalo, M.",
        TITLE = "Anomaly Detection And Comparative Analysis Of Hydrothermal Alteration
Materials Trough Hyperspectral Multisensor Data In The Turrialba
Volcano",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B7:151-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111077"}

@inproceedings{bb114823,
        AUTHOR = "Du, B. and Zhang, L. and Xin, H.",
        TITLE = "Robust Metric based Anomaly Detection in Kernel Feature Space",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B7:113-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111078"}

@inproceedings{bb114824,
        AUTHOR = "Carrera, D. and Boracchi, G. and Foi, A. and Wohlberg, B.",
        TITLE = "Scale-invariant anomaly detection with multiscale group-sparse models",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3892-3896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111079"}

@inproceedings{bb114825,
        AUTHOR = "Theiler, J. and Wohlberg, B.",
        TITLE = "Detection of spectrally sparse anomalies in hyperspectral imagery",
        BOOKTITLE = Southwest12,
        YEAR = "2012",
        PAGES = "117-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111080"}

@inproceedings{bb114826,
        AUTHOR = "Bachega, L.R. and Theiler, J. and Bouman, C.A.",
        TITLE = "Evaluating and improving local hyperspectral anomaly detectors",
        BOOKTITLE = AIPR11,
        YEAR = "2011",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111081"}

@inproceedings{bb114827,
        AUTHOR = "Nasrabadi, N.M.",
        TITLE = "A nonlinear kernel-based joint fusion/detection of anomalies using
Hyperspectral and SAR imagery",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1864-1867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111082"}

@inproceedings{bb114828,
        AUTHOR = "Huck, A. and Guillaume, M.",
        TITLE = "A CFAR algorithm for anomaly detection and discrimination in
hyperspectral images",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1868-1871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111083"}

@inproceedings{bb114829,
        AUTHOR = "Huck, A. and Guillaume, M.",
        TITLE = "Independent Component Analysis-Based Estimation of Anomaly Abundances
in Hyperspectral Images",
        BOOKTITLE = ACIVS07,
        YEAR = "2007",
        PAGES = "168-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615a1.html#TT111084"}

@article{bb114830,
        AUTHOR = "Shaffer, E. and Dubes, R.C. and Jain, A.K.",
        TITLE = "Single-link characteristics of a mode-seeking clustering algorithm",
        JOURNAL = PR,
        VOLUME = "11",
        YEAR = "1979",
        NUMBER = "1",
        PAGES = "65-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111085"}

@article{bb114831,
        AUTHOR = "Kittler, J.V.",
        TITLE = "Comments on 'single-link characteristics of a mode-seeking clustering
algorithm'",
        JOURNAL = PR,
        VOLUME = "11",
        YEAR = "1979",
        NUMBER = "1",
        PAGES = "71-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111086"}

@article{bb114832,
        AUTHOR = "Pathak, A.P. and Pal, S.K.",
        TITLE = "Generalized guard-zone algorithm (GGA) for learning:
automatic selection of threshold",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "3-4",
        PAGES = "325-335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111087"}

@article{bb114833,
        AUTHOR = "LeHegarat Mascle, S. and Bloch, I. and Vidal Madjar, D.",
        TITLE = "Application of Dempster-Shafer Evidence Theory to
Unsupervised Classification in Multisource Remote Sensing",
        JOURNAL = GeoRS,
        VOLUME = "35",
        YEAR = "1997",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "1018-1031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111088"}

@article{bb114834,
        AUTHOR = "Lee, J.S. and Grunes, M.R. and Ainsworth, T.L. and Du, L.J. and Schuler, D.L. and Cloude, S.R.",
        TITLE = "Unsupervised Classification Using Polarimetric Decomposition and the
Complex Wishart Classifier",
        JOURNAL = GeoRS,
        VOLUME = "37",
        YEAR = "1999",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "2249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111089"}

@article{bb114835,
        AUTHOR = "Du, L.J. and Grunes, M.R. and Lee, J.S.",
        TITLE = "Unsupervised segmentation of dual-polarization SAR images based on
amplitude and texture characteristics",
        JOURNAL = JRS,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "20",
        MONTH = "October",
        PAGES = "4383-4402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111090"}

@article{bb114836,
        AUTHOR = "Brumbley, C. and Chang, C.I.",
        TITLE = "An unsupervised vector quantization-based target subspace projection
approach to mixed pixel detection and classification in unknown
background for remotely sensed imagery",
        JOURNAL = PR,
        VOLUME = "32",
        YEAR = "1999",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1161-1174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111091"}

@article{bb114837,
        AUTHOR = "Ren, H. and Chang, C.I.",
        TITLE = "A Generalized Orthogonal Subspace Projection Approach to Unsupervised
Multispectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "38",
        YEAR = "2000",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "2515-2528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111092"}

@article{bb114838,
        AUTHOR = "Chang, C.I.",
        TITLE = "Orthogonal Subspace Projection (OSP) Revisited:
A Comprehensive Study and Analysis",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "502-518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111093"}

@article{bb114839,
        AUTHOR = "Roberts, S.J. and Holmes, C. and Denison, D.",
        TITLE = "Minimum-Entropy Data Partitioning Using Reversible Jump Markov Chain
Monte Carlo",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "909-914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111094"}

@article{bb114840,
        AUTHOR = "Gokcay, E. and Principe, J.C.",
        TITLE = "Information Theoretic Clustering",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "158-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111095"}

@article{bb114841,
        AUTHOR = "Yeung, D.S. and Wang, X.Z.",
        TITLE = "Improving Performance of Similarity-Based Clustering by Feature Weight
Learning",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "556-561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111096"}

@article{bb114842,
        AUTHOR = "Duda, T. and Canty, M.",
        TITLE = "Unsupervised Classification of Satellite Imagery:
Choosing a Good Algorithm",
        JOURNAL = JRS,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "11",
        MONTH = "June",
        PAGES = "2193-2212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111097"}

@article{bb114843,
        AUTHOR = "Canty, M.J.",
        TITLE = "Boosting a fast neural network for supervised 
land cover classification",
        JOURNAL = "CompGeo",
        VOLUME = "35",
        YEAR = "2009",
        NUMBER = "6",
        PAGES = "1280-1295
",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111098"}

@article{bb114844,
        AUTHOR = "Garai, G. and Chaudhuri, B.B.",
        TITLE = "A novel genetic algorithm for automatic clustering",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "173-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111099"}

@article{bb114845,
        AUTHOR = "Frigui, H. and Nasraoui, O.",
        TITLE = "Unsupervised learning of prototypes and attribute weights",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "567-581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111100"}

@article{bb114846,
        AUTHOR = "Tasoulis, D.K. and Vrahatis, M.N.",
        TITLE = "Unsupervised clustering on dynamic databases",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "2116-2127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111101"}

@article{bb114847,
        AUTHOR = "Yang, M.S. and Wu, K.L.",
        TITLE = "Unsupervised possibilistic clustering",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "5-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111102"}

@article{bb114848,
        AUTHOR = "Wu, K.L. and Yang, M.S.",
        TITLE = "Mean shift-based clustering",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3035-3052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111103"}

@article{bb114849,
        AUTHOR = "Wu, K.L. and Yang, M.S. and Hsieh, J.N.",
        TITLE = "Robust cluster validity indexes",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2541-2550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111104"}

@article{bb114850,
        AUTHOR = "Goldberger, J. and Gordon, S. and Greenspan, H.K.",
        TITLE = "Unsupervised Image-Set Clustering Using an Information Theoretic
Framework",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "449-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111105"}

@inproceedings{bb114851,
        AUTHOR = "Gordon, S. and Greenspan, H.K. and Goldberger, J.",
        TITLE = "Applying the information bottleneck principle to unsupervised
clustering of discrete and continuous image representations",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "370-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111106"}

@inproceedings{bb114852,
        AUTHOR = "Goldberger, J. and Greenspan, H.K. and Gordon, S.",
        TITLE = "Unsupervised Image Clustering Using the Information Bottleneck Method",
        BOOKTITLE = DAGM02,
        YEAR = "2002",
        PAGES = "158 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111107"}

@article{bb114853,
        AUTHOR = "Johnson, S.",
        TITLE = "Comments on 'Orthogonal Subspace Projection (OSP) Revisited: A
Comprehensive Study and Analysis'",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "532-533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111108"}

@article{bb114854,
        AUTHOR = "Xavier, A.E.",
        TITLE = "The hyperbolic smoothing clustering method",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "731-737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111109"}

@article{bb114855,
        AUTHOR = "Xavier, A.E. and Xavier, V.L.",
        TITLE = "Solving the minimum sum-of-squares clustering problem by hyperbolic
smoothing and partition into boundary and gravitational regions",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "70-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111110"}

@article{bb114856,
        AUTHOR = "Vatsavai, R.R. and Bhaduri, B.L.",
        TITLE = "A hybrid classification scheme for mining multisource geospatial data",
        JOURNAL = GeoInfo,
        VOLUME = "15",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "29-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111111"}

@inproceedings{bb114857,
        AUTHOR = "Vatsavai, R.R. and Shekhar, S. and Bhaduri, B.L.",
        TITLE = "A Learning Scheme for Recognizing Sub-classes from Model Trained on
Aggregate Classes",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "967-976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111112"}

@article{bb114858,
        AUTHOR = "Patra, S. and Bruzzone, L.",
        TITLE = "A Fast Cluster-Assumption Based Active-Learning Technique for
Classification of Remote Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1617-1626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111113"}

@article{bb114859,
        AUTHOR = "Patra, S. and Bruzzone, L.",
        TITLE = "A cluster-assumption based batch mode active learning technique",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1042-1048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111114"}

@article{bb114860,
        AUTHOR = "Demir, B. and Minello, L. and Bruzzone, L.",
        TITLE = "Definition of Effective Training Sets for Supervised Classification
of Remote Sensing Images by a Novel Cost-Sensitive Active Learning
Method",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1272-1284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111115"}

@article{bb114861,
        AUTHOR = "Patra, S. and Bruzzone, L.",
        TITLE = "A Novel SOM-SVM-Based Active Learning Technique for Remote Sensing
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6899-6910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111116"}

@article{bb114862,
        AUTHOR = "Shin, H.C. and Orton, M.R. and Collins, D.J. and Doran, S.J. and Leach, M.O.",
        TITLE = "Stacked Autoencoders for Unsupervised Feature Learning
and Multiple Organ Detection in a Pilot Study Using 4D Patient Data",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "1930-1943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111117"}

@article{bb114863,
        AUTHOR = "Pasolli, E. and Melgani, F. and Alajlan, N. and Conci, N.",
        TITLE = "Optical Image Classification: A Ground-Truth Design Framework",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "3580-3597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111118"}

@article{bb114864,
        AUTHOR = "Dabboor, M. and Collins, M.J. and Karathanassi, V. and Braun, A.",
        TITLE = "An Unsupervised Classification Approach for Polarimetric SAR Data Based
on the Chernoff Distance for Complex Wishart Distribution",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "7",
        PAGES = "4200-4213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111119"}

@article{bb114865,
        AUTHOR = "Baldeck, C.A. and Asner, G.P.",
        TITLE = "Estimating Vegetation Beta Diversity from Airborne
Imaging Spectroscopy and Unsupervised Clustering",
        JOURNAL = RS,
        VOLUME = "5",
        YEAR = "2013",
        NUMBER = "5",
        PAGES = "2057-2071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111120"}

@article{bb114866,
        AUTHOR = "Ghassabeh, Y.A. and Linder, T. and Takahara, G.",
        TITLE = "On some convergence properties of the subspace constrained mean shift",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3140-3147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111121"}

@article{bb114867,
        AUTHOR = "An, L.T.H. and Minh, L.H. and Tao, P.D.",
        TITLE = "New and efficient DCA based algorithms for minimum sum-of-squares
clustering",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "388-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111122"}

@article{bb114868,
        AUTHOR = "Hanwell, D. and Mirmehdi, M.",
        TITLE = "QUAC: Quick unsupervised anisotropic clustering",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "427-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111123"}

@article{bb114869,
        AUTHOR = "Ghamary Asl, M. and Mobasheri, M.R. and Mojaradi, B.",
        TITLE = "Unsupervised Feature Selection Using Geometrical Measures in
Prototype Space for Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3774-3787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111124"}

@article{bb114870,
        AUTHOR = "Fang, M. and Zhu, X.Q.",
        TITLE = "Active learning with uncertain labeling knowledge",
        JOURNAL = PRL,
        VOLUME = "43",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "98-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111125"}

@inproceedings{bb114871,
        AUTHOR = "Fang, M. and Zhu, X.Q.",
        TITLE = "I don't know the label: Active learning with blind knowledge",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2238-2241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111126"}

@inproceedings{bb114872,
        AUTHOR = "Pan, S. and Zhu, X.Q. and Fang, M.",
        TITLE = "Top-k correlated subgraph query for data streams",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2906-2909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111127"}

@article{bb114873,
        AUTHOR = "Rad, A.M. and Abkar, A.A. and Mojaradi, B.",
        TITLE = "Supervised Distance-Based Feature Selection for Hyperspectral Target
Detection",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "17",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111128"}

@article{bb114874,
        AUTHOR = "You, X. and Wang, R. and Tao, D.",
        TITLE = "Diverse Expected Gradient Active Learning for Relative Attributes",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3203-3217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111129"}

@article{bb114875,
        AUTHOR = "Feng, J.S. and Yuan, X.T. and Wang, Z.L. and Xu, H. and Yan, S.C.",
        TITLE = "Autogrouped Sparse Representation for Visual Analysis",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5390-5399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111130"}

@inproceedings{bb114876,
        AUTHOR = "Feng, J.S. and Yuan, X.T. and Wang, Z.L. and Xu, H. and Yan, S.C.",
        TITLE = "Auto-Grouped Sparse Representation for Visual Analysis",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "I: 640-653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111131"}

@article{bb114877,
        AUTHOR = "Wang, W.Q. and Aggarwal, V. and Aeron, S.C.",
        TITLE = "Unsupervised clustering under the Union of Polyhedral Cones (UOPC)
model",
        JOURNAL = PRL,
        VOLUME = "100",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "104-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111132"}

@article{bb114878,
        AUTHOR = "Chang, J.L. and Wang, L.F. and Meng, G.F. and Xiang, S.M. and Pan, C.H.",
        TITLE = "Deep unsupervised learning with consistent inference of latent
representations",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "438-453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111133"}

@article{bb114879,
        AUTHOR = "Chang, J.L. and Meng, G.F. and Wang, L.F. and Xiang, S.M. and Pan, C.H.",
        TITLE = "Deep Self-Evolution Clustering",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "809-823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111134"}

@article{bb114880,
        AUTHOR = "Suo, M.L. and An, R.M. and Zhou, D. and Li, S.L.",
        TITLE = "Grid-clustered rough set model for self-learning and fast reduction",
        JOURNAL = PRL,
        VOLUME = "106",
        YEAR = "2018",
        PAGES = "61-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111135"}

@article{bb114881,
        AUTHOR = "Malhotra, A. and Schizas, I.D.",
        TITLE = "MILP-Based Unsupervised Clustering",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1825-1829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111136"}

@article{bb114882,
        AUTHOR = "Merkurjev, E.",
        TITLE = "A fast graph-based data classification method with applications to 3D
sensory data in the form of point clouds",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "154-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111137"}

@article{bb114883,
        AUTHOR = "Pedronette, D.C.G. and Valem, L.P. and da Silva Torres, R.",
        TITLE = "A BFS-Tree of ranking references for unsupervised manifold learning",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111138"}

@article{bb114884,
        AUTHOR = "Cai, J.Y. and Wang, S.P. and Xu, C. and Guo, W.Z.",
        TITLE = "Unsupervised deep clustering via contractive feature representation
and focal loss",
        JOURNAL = PR,
        VOLUME = "123",
        YEAR = "2022",
        PAGES = "108386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111139"}

@article{bb114885,
        AUTHOR = "Borna, K. and Moore, A.B. and Hoshyar, A.N. and Sirguey, P.",
        TITLE = "Using Vector Agents to Implement an Unsupervised Image Classification
Algorithm",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111140"}

@article{bb114886,
        AUTHOR = "Ye, M. and Shen, J.B. and Zhang, X. and Yuen, P.C. and Chang, S.F.",
        TITLE = "Augmentation Invariant and Instance Spreading Feature for Softmax
Embedding",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "924-939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111141"}

@inproceedings{bb114887,
        AUTHOR = "Ye, M. and Zhang, X. and Yuen, P.C. and Chang, S.F.",
        TITLE = "Unsupervised Embedding Learning via Invariant and Spreading Instance
Feature",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6203-6212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111142"}

@inproceedings{bb114888,
        AUTHOR = "Li, Z. and Liu, C.X. and Yuille, A.L. and Ni, B.B. and Zhang, W.J. and Gao, W.",
        TITLE = "Progressive Stage-wise Learning for Unsupervised Feature
Representation Enhancement",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9762-9771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111143"}

@inproceedings{bb114889,
        AUTHOR = "Dang, Z.Y. and Deng, C. and Yang, X. and Wei, K. and Huang, H.",
        TITLE = "Nearest Neighbor Matching for Deep Clustering",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13688-13697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111144"}

@inproceedings{bb114890,
        AUTHOR = "Xie, Z. and Lin, Y. and Zhang, Z. and Cao, Y. and Lin, S. and Hu, H.",
        TITLE = "Propagate Yourself: Exploring Pixel-Level Consistency for
Unsupervised Visual Representation Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16679-16688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111145"}

@inproceedings{bb114891,
        AUTHOR = "Park, S. and Han, S. and Kim, S. and Kim, D. and Park, S. and Hong, S. and Cha, M.",
        TITLE = "Improving Unsupervised Image Clustering With Robust Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12273-12282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111146"}

@inproceedings{bb114892,
        AUTHOR = "Henzler, P. and Reizenstein, J. and Labatut, P. and Shapovalov, R. and Ritschel, T. and Vedaldi, A. and Novotny, D.",
        TITLE = "Unsupervised Learning of 3D Object Categories from Videos in the Wild",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4698-4707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111147"}

@inproceedings{bb114893,
        AUTHOR = "Zhang, Y.F. and Liu, C. and Zhou, Y. and Wang, W. and Wang, W.P. and Ye, Q.",
        TITLE = "Progressive Cluster Purification for Unsupervised Feature Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8476-8483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111148"}

@inproceedings{bb114894,
        AUTHOR = "Aizawa, H. and Kataoka, H. and Satoh, Y. and Kato, K.",
        TITLE = "Disentangle, Assemble, and Synthesize:
Unsupervised Learning to Disentangle Appearance and Location",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2065-2072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111149"}

@inproceedings{bb114895,
        AUTHOR = "Wang, R. and Li, L. and Wang, P. and Tao, X.H. and Liu, P.",
        TITLE = "Feature-aware unsupervised learning with joint variational attention
and automatic clustering",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "923-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111150"}

@inproceedings{bb114896,
        AUTHOR = "Han, S. and Park, S. and Park, S.K. and Kim, S. and Cha, M.",
        TITLE = "Mitigating Embedding and Class Assignment Mismatch in Unsupervised
Image Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIV:768-784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111151"}

@inproceedings{bb114897,
        AUTHOR = "Abukmeil, M. and Ferrari, S. and Genovese, A. and Piuri, V. and Scotti, F.",
        TITLE = "Unsupervised Learning From Limited Available Data by -NMF and Dual
Autoencoder",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "81-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111152"}

@inproceedings{bb114898,
        AUTHOR = "van Gansbeke, W. and Vandenhende, S. and Georgoulis, S. and Proesmans, M. and Van Gool, L.J.",
        TITLE = "Scan: Learning to Classify Images Without Labels",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:268-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111153"}

@inproceedings{bb114899,
        AUTHOR = "Newell, A. and Deng, J.",
        TITLE = "How Useful Is Self-Supervised Pretraining for Visual Tasks?",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "7343-7352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT111154"}

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