@inproceedings{bb131400, AUTHOR = "Fieguth, P.W.", TITLE = "Foveated Multiscale Models for Large-Scale Estimation", BOOKTITLE = ICIP99, YEAR = "1999", PAGES = "II:871-874", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127457"} @inproceedings{bb131401, AUTHOR = "Fieguth, P.W.", TITLE = "Multipole-motivated reduced-state estimation", BOOKTITLE = ICIP98, YEAR = "1998", PAGES = "I: 635-638", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127458"} @article{bb131402, AUTHOR = "Agnelli, D. and Bollini, A. and Lombardi, L.", TITLE = "Image classification: an evolutionary approach", JOURNAL = PRL, VOLUME = "23", YEAR = "2002", NUMBER = "1-3", MONTH = "January", PAGES = "303-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127459"} @article{bb131403, AUTHOR = "Sun, Y. and Zhu, Q.M. and Chen, Z.X.", TITLE = "An iterative initial-points refinement algorithm for categorical data clustering", JOURNAL = PRL, VOLUME = "23", YEAR = "2002", NUMBER = "7", MONTH = "May", PAGES = "875-884", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127460"} @article{bb131404, AUTHOR = "Lam, W. and Keung, C.K. and Liu, D.Y.", TITLE = "Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction", JOURNAL = PAMI, VOLUME = "24", YEAR = "2002", NUMBER = "8", MONTH = "August", PAGES = "1075-1090", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127461"} @article{bb131405, AUTHOR = "Fernandez Prieto, D.", TITLE = "An iterative approach to partially supervised classification problems", JOURNAL = JRS, VOLUME = "23", YEAR = "2002", NUMBER = "18", MONTH = "September", PAGES = "3887-3892", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127462"} @article{bb131406, AUTHOR = "Rodriguez, C. and Soraluze, I. and Muguerza, J. and Martin, J.I. and Alvarez, G.", TITLE = "Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost", JOURNAL = PR, VOLUME = "35", YEAR = "2002", NUMBER = "12", MONTH = "December", PAGES = "2761-2769", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127463"} @article{bb131407, AUTHOR = "Vijaya, P.A. and Murty, M.N. and Subramanian, D.K.", TITLE = "Leaders-Subleaders: An efficient hierarchical clustering algorithm for large data sets", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "4", MONTH = "March", PAGES = "505-513", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127464"} @article{bb131408, AUTHOR = "Huber, R. and Ramoser, H. and Mayer, K. and Penz, H. and Rubik, M.", TITLE = "Classification of coins using an eigenspace approach", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "1", MONTH = "January", PAGES = "61-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127465"} @article{bb131409, AUTHOR = "Hill, E.J. and Alder, M.D. and de Silva, C.J.S.", TITLE = "An improvement to the DR clustering algorithm", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "1", MONTH = "January", PAGES = "101-107", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127466"} @article{bb131410, AUTHOR = "Lee, S. and Crawford, M.M.", TITLE = "Unsupervised Multistage Image Classification Using Hierarchical Clustering With a Bayesian Similarity Measure", JOURNAL = IP, VOLUME = "14", YEAR = "2005", NUMBER = "3", MONTH = "March", PAGES = "312-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127467"} @article{bb131411, AUTHOR = "Milgram, J. and Sabourin, R. and Cheriet, M.", TITLE = "Combining Model-based and Discriminative Approaches in a Modular Two-stage Classification System: Application to Isolated Handwritten Digit Recognition", JOURNAL = ELCVIA, VOLUME = "5", YEAR = "2005", NUMBER = "2", PAGES = "1-15", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127468"} @inproceedings{bb131412, AUTHOR = "Milgram, J. and Sabourin, R. and Cheriet, M.", TITLE = "Two-stage classification system combining model-based and discriminative approaches", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "I: 152-155", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127469"} @article{bb131413, AUTHOR = "Lee, J.W.T. and Yeung, D.S. and Tsang, E.C.C.", TITLE = "Hierarchical clustering based on ordinal consistency", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "11", MONTH = "November", PAGES = "1913-1925", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127470"} @article{bb131414, AUTHOR = "Amador, J.J.", TITLE = "Sequential clustering by statistical methodology", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "14", MONTH = "October", PAGES = "2152-2163", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127471"} @article{bb131415, AUTHOR = "Dutta, M. and Mahanta, A.K. and Pujari, A.K.", TITLE = "QROCK: A quick version of the ROCK algorithm for clustering of categorical data", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "15", MONTH = "November", PAGES = "2364-2373", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127472"} @article{bb131416, AUTHOR = "Zilong, G. and Sun'an, W. and Jian, Z.", TITLE = "A novel immune evolutionary algorithm incorporating chaos optimization", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "1", MONTH = "January", PAGES = "2-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127473"} @article{bb131417, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "On Weighting Clustering", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "8", MONTH = "August", PAGES = "1223-1235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127474"} @inproceedings{bb131418, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "Improving clustering algorithms through constrained convex optimization", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "IV: 557-560", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127475"} @article{bb131419, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "Bregman Divergences and Surrogates for Learning", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2048-2059", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127476"} @inproceedings{bb131420, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Bregman sided and symmetrized centroids", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127477"} @article{bb131421, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Optimal Interval Clustering: Application to Bregman Clustering and Statistical Mixture Learning", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "10", MONTH = "October", PAGES = "1289-1292", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127478"} @inproceedings{bb131422, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Clustering Multivariate Normal Distributions", BOOKTITLE = ETVC08, YEAR = "2008", PAGES = "164-174", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127479"} @article{bb131423, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "Generalizing Skew Jensen Divergences and Bregman Divergences With Comparative Convexity", JOURNAL = SPLetters, VOLUME = "24", YEAR = "2017", NUMBER = "8", MONTH = "August", PAGES = "1123-1127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127480"} @inproceedings{bb131424, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "On the efficient minimization of convex surrogates in supervised learning", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127481"} @inproceedings{bb131425, AUTHOR = "Nock, R. and Nielsen, F.", TITLE = "Intrinsic Geometries in Learning", BOOKTITLE = ETVC08, YEAR = "2008", PAGES = "175-215", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127482"} @article{bb131426, AUTHOR = "Nielsen, F. and Nock, R.", TITLE = "On the chi square and higher-order chi distances for approximating f-divergences", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "1", MONTH = "January", PAGES = "10-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127483"} @article{bb131427, AUTHOR = "Nock, R. and Vaillant, P. and Henry, C. and Nielsen, F.", TITLE = "Soft memberships for spectral clustering, with application to permeable language distinction", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "1", MONTH = "January", PAGES = "43-53", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127484"} @article{bb131428, AUTHOR = "Kushnir, D. and Galun, M. and Brandt, A.", TITLE = "Fast multiscale clustering and manifold identification", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "10", MONTH = "October", PAGES = "1876-1891", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127485"} @article{bb131429, AUTHOR = "Kushnir, D. and Galun, M. and Brandt, A.", TITLE = "Efficient Multilevel Eigensolvers with Applications to Data Analysis Tasks", JOURNAL = PAMI, VOLUME = "32", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "1377-1391", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127486"} @article{bb131430, AUTHOR = "Martinez Otzeta, J.M. and Sierra, B. and Lazkano, E. and Astigarraga, A.", TITLE = "Classifier hierarchy learning by means of genetic algorithms", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "16", MONTH = "December", PAGES = "1998-2004", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127487"} @inproceedings{bb131431, AUTHOR = "Martinez Otzeta, J.M. and Sierra, B. and Lazkano, E. and Jauregi, E. and Yurramendi, Y.", TITLE = "Analyzing Classifier Hierarchy Multiclassifier Learning", BOOKTITLE = CIARP08, YEAR = "2008", PAGES = "775-782", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127488"} @article{bb131432, AUTHOR = "Cao, F. and Delon, J. and Desolneux, A. and Muse, P. and Sur, F.", TITLE = "A Unified Framework for Detecting Groups and Application to Shape Recognition", JOURNAL = JMIV, VOLUME = "27", YEAR = "2007", NUMBER = "2", MONTH = "February", PAGES = "91-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127489"} @article{bb131433, AUTHOR = "Santos, J.M. and de Sa, J.M. and Alexandre, L.A.", TITLE = "LEGClust: A Clustering Algorithm Based on Layered Entropic Subgraphs", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "1", MONTH = "January", PAGES = "62-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127490"} @article{bb131434, AUTHOR = "Goldberger, J. and Tassa, T.", TITLE = "A hierarchical clustering algorithm based on the Hungarian method", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "11", MONTH = "August", PAGES = "1632-1638", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127491"} @article{bb131435, AUTHOR = "Dang, E.K.F. and Luk, R.W.P. and Lee, D.L. and Ho, K.S. and Chan, S.C.F.", TITLE = "Optimal Combination of Nested Clusters by a Greedy Approximation Algorithm", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2083-2087", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127492"} @article{bb131436, AUTHOR = "Li, X.T. and Ye, Y.M. and Li, M.J.J. and Ng, M.K.", TITLE = "On cluster tree for nested and multi-density data clustering", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "9", MONTH = "September", PAGES = "3130-3143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127493"} @article{bb131437, AUTHOR = "Tang, X.Q. and Zhu, P. and Cheng, J.X.", TITLE = "The structural clustering and analysis of metric based on granular space", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "11", MONTH = "November", PAGES = "3768-3786", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127494"} @article{bb131438, AUTHOR = "Perina, A. and Cristani, M. and Castellani, U. and Murino, V. and Jojic, N.", TITLE = "Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "7", MONTH = "July", PAGES = "1249-1262", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127495"} @inproceedings{bb131439, AUTHOR = "Bicego, M. and Perina, A. and Murino, V. and Martins, A.F.T. and Aguiar, P.M.Q. and Figueiredo, M.A.T.", TITLE = "Combining free energy score spaces with information theoretic kernels: Application to scene classification", BOOKTITLE = ICIP10, YEAR = "2010", PAGES = "2661-2664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127496"} @article{bb131440, AUTHOR = "Li, C.Z. and Xu, Z.B. and Luo, T.", TITLE = "A heuristic hierarchical clustering based on multiple similarity measurements", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "2", MONTH = "January", PAGES = "155-162", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127497"} @article{bb131441, AUTHOR = "Perez Suarez, A. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Medina Pagola, J.E.", TITLE = "An algorithm based on density and compactness for dynamic overlapping clustering", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "11", MONTH = "November", PAGES = "3040-3055", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127498"} @article{bb131442, AUTHOR = "Zhang, W. and Zhao, D.L. and Wang, X.G.", TITLE = "Agglomerative clustering via maximum incremental path integral", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "11", MONTH = "November", PAGES = "3056-3065", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127499"} @article{bb131443, AUTHOR = "Kim, B.S. and Park, J.Y. and Gilbert, A.C. and Savarese, S.", TITLE = "Hierarchical classification of images by sparse approximation", JOURNAL = IVC, VOLUME = "31", YEAR = "2013", NUMBER = "12", PAGES = "982-991", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127500"} @inproceedings{bb131444, AUTHOR = "Kim, B.S. and Park, J.Y. and Mohan, A. and Gilbert, A.C. and Savarese, S.", TITLE = "Hierarchical Classification of Images by Sparse Approximation 1", BOOKTITLE = BMVC11, YEAR = "2011", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127501"} @article{bb131445, AUTHOR = "Abin, A.A. and Beigy, H.", TITLE = "Active selection of clustering constraints: a sequential approach", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "3", PAGES = "1443-1458", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127502"} @article{bb131446, AUTHOR = "Abin, A.A. and Beigy, H.", TITLE = "Active constrained fuzzy clustering: A multiple kernels learning approach", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "3", PAGES = "953-967", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127503"} @article{bb131447, AUTHOR = "Lotfi, A. and Moradi, P. and Beigy, H.", TITLE = "Density peaks clustering based on density backbone and fuzzy neighborhood", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107449", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127504"} @article{bb131448, AUTHOR = "Abin, A.A.", TITLE = "Clustering with side information: Further efforts to improve efficiency", JOURNAL = PRL, VOLUME = "84", YEAR = "2016", NUMBER = "1", PAGES = "252-258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127505"} @article{bb131449, AUTHOR = "Sharmila, T.S. and Ramar, K. and Raja, T.S.R.", TITLE = "Impact of applying pre-processing techniques for improving classification accuracy", JOURNAL = SIViP, VOLUME = "8", YEAR = "2014", NUMBER = "1", MONTH = "January", PAGES = "149-157", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127506"} @article{bb131450, AUTHOR = "Zhu, S. and Wei, X.Y. and Ngo, C.W.", TITLE = "Collaborative error reduction for hierarchical classification", JOURNAL = CVIU, VOLUME = "124", YEAR = "2014", NUMBER = "1", PAGES = "79-90", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127507"} @article{bb131451, AUTHOR = "Huang, X. and Lu, Q. and Zhang, L. and Plaza, A.", TITLE = "New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study", JOURNAL = GeoRS, VOLUME = "52", YEAR = "2014", NUMBER = "11", MONTH = "November", PAGES = "7140-7159", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127508"} @article{bb131452, AUTHOR = "Huang, S.J. and Jin, R. and Zhou, Z.H.", TITLE = "Active Learning by Querying Informative and Representative Examples", JOURNAL = PAMI, VOLUME = "36", YEAR = "2014", NUMBER = "10", MONTH = "October", PAGES = "1936-1949", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127509"} @article{bb131453, AUTHOR = "Espinola, M. and Piedra Fernandez, J.A. and Ayala, R. and Iribarne, L. and Wang, J.Z.", TITLE = "Contextual and Hierarchical Classification of Satellite Images Based on Cellular Automata", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "795-809", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127510"} @article{bb131454, AUTHOR = "de Morsier, F. and Tuia, D. and Borgeaud, M. and Gass, V. and Thiran, J.P.", TITLE = "Cluster validity measure and merging system for hierarchical clustering considering outliers", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "4", PAGES = "1478-1489", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127511"} @article{bb131455, AUTHOR = "de Morsier, F. and Borgeaud, M. and Gass, V. and Thiran, J.P. and Tuia, D.", TITLE = "Kernel Low-Rank and Sparse Graph for Unsupervised and Semi-Supervised Classification of Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "6", MONTH = "June", PAGES = "3410-3420", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127512"} @article{bb131456, AUTHOR = "Leski, J.M. and Kotas, M.", TITLE = "Hierarchical clustering with planar segments as prototypes", JOURNAL = PRL, VOLUME = "54", YEAR = "2015", NUMBER = "1", PAGES = "1-10", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127513"} @article{bb131457, AUTHOR = "Mall, R. and Mehrkanoon, S. and Suykens, J.A.K.", TITLE = "Identifying intervals for hierarchical clustering using the Gershgorin circle theorem", JOURNAL = PRL, VOLUME = "55", YEAR = "2015", NUMBER = "1", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127514"} @article{bb131458, AUTHOR = "Mehrkanoon, S. and Huang, X.L. and Suykens, J.A.K.", TITLE = "Indefinite kernel spectral learning", JOURNAL = PR, VOLUME = "78", YEAR = "2018", PAGES = "144-153", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127515"} @article{bb131459, AUTHOR = "He, M.Z. and He, F. and Shi, L. and Huang, X.L. and Suykens, J.A.K.", TITLE = "Learning With Asymmetric Kernels: Least Squares and Feature Interpretation", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "8", MONTH = "August", PAGES = "10044-10054", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127516"} @article{bb131460, AUTHOR = "Lian, C.F. and Ruan, S. and Denœux, T.", TITLE = "An evidential classifier based on feature selection and two-step classification strategy", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "7", PAGES = "2318-2327", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127517"} @article{bb131461, AUTHOR = "Zhong, C.M. and Yue, X.D. and Lei, J.S.", TITLE = "Visual hierarchical cluster structure: A refined co-association matrix based visual assessment of cluster tendency", JOURNAL = PRL, VOLUME = "59", YEAR = "2015", NUMBER = "1", PAGES = "48-55", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127518"} @article{bb131462, AUTHOR = "Gillis, N. and Kuang, D. and Park, H.S.", TITLE = "Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "4", MONTH = "April", PAGES = "2066-2078", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127519"} @article{bb131463, AUTHOR = "Najjar, A. and Ogawa, T. and Haseyama, M.", TITLE = "Bregman pooling: feature-space local pooling for image classification", JOURNAL = MultInfoRetr, VOLUME = "4", YEAR = "2015", NUMBER = "4", MONTH = "December", PAGES = "247-259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127520"} @article{bb131464, AUTHOR = "Bakoben, M. and Bellotti, A. and Adams, N.M.", TITLE = "Improving clustering performance by incorporating uncertainty", JOURNAL = PRL, VOLUME = "77", YEAR = "2016", NUMBER = "1", PAGES = "28-34", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127521"} @article{bb131465, AUTHOR = "Wu, H. and Liu, B.Z. and Su, W.H. and Zhang, W.C. and Sun, J.G.", TITLE = "Hierarchical Coding Vectors for Scene Level Land-Use Classification", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "5", PAGES = "436", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127522"} @article{bb131466, AUTHOR = "Alsahwa, B. and Solaiman, B. and Almouahed, S. and Bosse, E. and Gueriot, D.", TITLE = "Iterative Refinement of Possibility Distributions by Learning for Pixel-Based Classification", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "8", MONTH = "August", PAGES = "3533-3545", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127523"} @article{bb131467, AUTHOR = "Zhuo, Z.L. and Zhang, X.S. and Niu, W. and Yang, G.W. and Zhang, J.Z.", TITLE = "Improving data field hierarchical clustering using Barnes-Hut algorithm", JOURNAL = PRL, VOLUME = "80", YEAR = "2016", NUMBER = "1", PAGES = "113-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127524"} @article{bb131468, AUTHOR = "Hoyoux, T. and Rodriguez Sanchez, A.J. and Piater, J.H.", TITLE = "Can Computer Vision Problems Benefit from Structured Hierarchical Classification?", JOURNAL = MVA, VOLUME = "27", YEAR = "2016", NUMBER = "8", MONTH = "November", PAGES = "1299-1312", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127525"} @inproceedings{bb131469, AUTHOR = "Piater, J.H. and Rodriguez Sanchez, A.J. and Hoyoux, T.", TITLE = "Can Computer Vision Problems Benefit from Structured Hierarchical Classification?", BOOKTITLE = CAIP15, YEAR = "2015", PAGES = "II:403-414", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127525"} @article{bb131470, AUTHOR = "Li, S.N. and Li, W.J. and Qiu, J.", TITLE = "A Novel Divisive Hierarchical Clustering Algorithm for Geospatial Analysis", JOURNAL = IJGI, VOLUME = "6", YEAR = "2017", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127526"} @article{bb131471, AUTHOR = "Yang, C.X. and Ye, M. and Tang, S. and Xiang, T. and Liu, Z.J.", TITLE = "Semi-supervised low-rank representation for image classification", JOURNAL = SIViP, VOLUME = "11", YEAR = "2017", NUMBER = "1", MONTH = "January", PAGES = "73-80", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127527"} @article{bb131472, AUTHOR = "Cheng, F.Y. and He, X.M. and Zhang, H.", TITLE = "Stacked Learning to Search for Scene Labeling", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "4", MONTH = "April", PAGES = "1887-1898", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127528"} @article{bb131473, AUTHOR = "Bertini Junior, J.R. and do Carmo Nicoletti, M.", TITLE = "Enhancing classification performance using attribute-oriented functionally expanded data", JOURNAL = PRL, VOLUME = "89", YEAR = "2017", NUMBER = "1", PAGES = "39-45", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127529"} @article{bb131474, AUTHOR = "Garcia Piquer, A. and Bacardit, J. and Fornells, A. and Golobardes, E.", TITLE = "Scaling-up multiobjective evolutionary clustering algorithms using stratification", JOURNAL = PRL, VOLUME = "93", YEAR = "2017", NUMBER = "1", PAGES = "69-77", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127530"} @article{bb131475, AUTHOR = "Wang, L.G. and Huang, X. and Zheng, C. and Zhang, Y.", TITLE = "A Markov random field integrating spectral dissimilarity and class co-occurrence dependency for remote sensing image classification optimization", JOURNAL = PandRS, VOLUME = "128", YEAR = "2017", NUMBER = "1", PAGES = "223-239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127531"} @article{bb131476, AUTHOR = "Mondal, S.A.", TITLE = "An improved approximation algorithm for hierarchical clustering", JOURNAL = PRL, VOLUME = "104", YEAR = "2018", PAGES = "23-28", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127532"} @article{bb131477, AUTHOR = "Yang, Y. and Li, B. and Li, P. and Liu, Q.", TITLE = "A Two-Stage Clustering Based 3D Visual Saliency Model for Dynamic Scenarios", JOURNAL = MultMed, VOLUME = "21", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "809-820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127533"} @article{bb131478, AUTHOR = "Oh, K.W. and Choi, K.S.", TITLE = "Acceleration of simple linear iterative clustering using early candidate cluster exclusion", JOURNAL = RealTimeIP, VOLUME = "16", YEAR = "2019", NUMBER = "4", MONTH = "August", PAGES = "945-956", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127534"} @inproceedings{bb131479, AUTHOR = "Choi, K.S. and Oh, K.W.", TITLE = "Fast Simple Linear Iterative Clustering by Early Candidate Cluster Elimination", BOOKTITLE = IbPRIA15, YEAR = "2015", PAGES = "579-586", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127535"} @article{bb131480, AUTHOR = "Whang, J.J.Y. and Hou, Y.Y. and Gleich, D.F. and Dhillon, I.S.", TITLE = "Non-Exhaustive, Overlapping Clustering", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "2644-2659", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127536"} @article{bb131481, AUTHOR = "Zhang, J. and Zhang, M. and Shi, L. and Yan, W.J. and Pan, B.", TITLE = "A Multi-Scale Approach for Remote Sensing Scene Classification Based on Feature Maps Selection and Region Representation", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127537"} @article{bb131482, AUTHOR = "Huang, L. and Ma, Y.Q. and Liu, X.L.", TITLE = "A general non-parametric active learning framework for classification on multiple manifolds", JOURNAL = PRL, VOLUME = "130", YEAR = "2020", PAGES = "250-258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127538"} @article{bb131483, AUTHOR = "Lamb, D.S. and Downs, J. and Reader, S.", TITLE = "Space-Time Hierarchical Clustering for Identifying Clusters in Spatiotemporal Point Data", JOURNAL = IJGI, VOLUME = "9", YEAR = "2020", NUMBER = "2", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127539"} @article{bb131484, AUTHOR = "Hao, X.H. and Wu, Y. and Wang, P.", TITLE = "Angle Distance-Based Hierarchical Background Separation Method for Hyperspectral Imagery Target Detection", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127540"} @article{bb131485, AUTHOR = "Lin, Q.F. and Ling, Q.", TITLE = "Decentralized TD(0) With Gradient Tracking", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "723-727", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127541"} @article{bb131486, AUTHOR = "Li, M. and Lei, L. and Tang, Y.Q. and Sun, Y. and Kuang, G.Y.", TITLE = "An Attention-Guided Multilayer Feature Aggregation Network for Remote Sensing Image Scene Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127542"} @article{bb131487, AUTHOR = "Xie, W.B. and Liu, Z. and Das, D. and Chen, B. and Srivastava, J.", TITLE = "Scalable clustering by aggregating representatives in hierarchical groups", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109230", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127543"} @article{bb131488, AUTHOR = "del Moral, P. and Nowaczyk, S. and Sant'Anna, A. and Pashami, S.", TITLE = "Pitfalls of assessing extracted hierarchies for multi-class classification", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109225", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127544"} @article{bb131489, AUTHOR = "Han, X. and Zhu, Y. and Ting, K.M. and Li, G.", TITLE = "The impact of isolation kernel on agglomerative hierarchical clustering algorithms", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109517", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127545"} @article{bb131490, AUTHOR = "Hao, P.Y. and Shi, K.J. and Tian, S.Y. and Wu, F.", TITLE = "Uncertainty-aware iterative learning for noisy-labeled medical image segmentation", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "13", PAGES = "3830-3840", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127546"} @article{bb131491, AUTHOR = "Zhao, H.H.Y. and Wang, P. and Zhao, Y.Y. and Luo, H. and Wang, F. and Shou, M.Z.", TITLE = "SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "3", MONTH = "March", PAGES = "731-749", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127547"} @inproceedings{bb131492, AUTHOR = "Wang, C.K. and Zheng, W.Z. and Zhu, Z. and Zhou, J. and Lu, J.W.", TITLE = "OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5536-5547", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127548"} @inproceedings{bb131493, AUTHOR = "An, D.S. and Xie, J.W. and Li, P.", TITLE = "Learning Deep Latent Variable Models by Short-Run MCMC Inference with Optimal Transport Correction", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "15410-15419", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127549"} @inproceedings{bb131494, AUTHOR = "Chaudhuri, U. and Chaudhuri, S. and Chaudhuri, S.", TITLE = "GuCNet: A Guided Clustering-based Network for Improved Classification", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7335-7342", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127550"} @inproceedings{bb131495, AUTHOR = "Chen, C. and Li, G.B. and Xu, R.J. and Chen, T.S. and Wang, M. and Lin, L.", TITLE = "ClusterNet: Deep Hierarchical Cluster Network With Rigorously Rotation-Invariant Representation for Point Cloud Analysis", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "4989-4997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127551"} @inproceedings{bb131496, AUTHOR = "Montaldo, A. and Fronda, L. and Hedhli, I. and Moser, G. and Serpico, S.B. and Zerubia, J.", TITLE = "Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "2716-2720", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127552"} @inproceedings{bb131497, AUTHOR = "Saha, S. and Varma, G. and Jawahar, C.V.", TITLE = "Class2Str: End to End Latent Hierarchy Learning", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1000-1005", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127553"} @inproceedings{bb131498, AUTHOR = "Jose Garcia, A. and Gomez Flores, W.", TITLE = "Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion", BOOKTITLE = MCPR17, YEAR = "2017", PAGES = "63-73", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127554"} @inproceedings{bb131499, AUTHOR = "Karray, E. and Loghmari, M.A. and Naceur, M.S.", TITLE = "High and low-level hierarchical classification as an efficient analysis of remotely sensed hyperpectral data", BOOKTITLE = ISIVC16, YEAR = "2016", PAGES = "236-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616.html#TT127555"}