@article{bb149800,
        AUTHOR = "Campos Delgado, D.U. and Mendoza Chavarria, J.N. and Gutierrez Navarro, O. and Quintana Quintana, L. and Callico, G.",
        TITLE = "Unified Unsupervised Unmixing With Sparse Noise Estimation for Linear
and Multilinear Models",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2659-2663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145725"}

@article{bb149801,
        AUTHOR = "Pascual Venteo, A.B. and Perez Suay, A. and Morata, M. and Moncholi, A. and Cendrero Mateo, M.P. and Servera, J.V. and Siegmann, B. and van Wittenberghe, S.",
        TITLE = "Spectral Unmixing of Airborne and Ground-Based Imaging Spectroscopy
for Pigment-Specific FAPAR and Sun-Induced Fluorescence Interpretation",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "1",
        PAGES = "146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145726"}

@inproceedings{bb149802,
        AUTHOR = "Baghbaderani, R.K. and Qi, H.",
        TITLE = "Incorporating Spectral Unmixing in Satellite Imagery Semantic
Segmentation",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2449-2453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145727"}

@inproceedings{bb149803,
        AUTHOR = "Ke, J. and Guo, Y. and Sowmya, A.",
        TITLE = "A Fast Approximate Spectral Unmixing Algorithm Based on Segmentation",
        BOOKTITLE = PBVS17,
        YEAR = "2017",
        PAGES = "260-266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145728"}

@inproceedings{bb149804,
        AUTHOR = "Neumayer, S. and Nimmer, M. and Steidl, G. and Stephani, H.",
        TITLE = "On a Projected Weiszfeld Algorithm",
        BOOKTITLE = SSVM17,
        YEAR = "2017",
        PAGES = "486-497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145729"}

@inproceedings{bb149805,
        AUTHOR = "Figliuzzi, B. and Velasco Forero, S. and Bilodeau, M. and Angulo, J.",
        TITLE = "A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed
Spectra",
        BOOKTITLE = ACIVS16,
        YEAR = "2016",
        PAGES = "263-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145730"}

@inproceedings{bb149806,
        AUTHOR = "Ziemann, A.K.",
        TITLE = "Local spectral unmixing for target detection",
        BOOKTITLE = Southwest16,
        YEAR = "2016",
        PAGES = "77-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145731"}

@inproceedings{bb149807,
        AUTHOR = "Pang, Q.Y. and Yu, J. and Sun, W.D.",
        TITLE = "A spectral unmixing method based on wavelet weighted similarity",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1865-1869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145732"}

@inproceedings{bb149808,
        AUTHOR = "Ramak, R. and Valadan Zouj, M.J. and Mojaradi, B.",
        TITLE = "Improving Linear Spectral Unmixing Through Local Endmember Detection",
        BOOKTITLE = PIA15,
        YEAR = "2015",
        PAGES = "177-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145733"}

@inproceedings{bb149809,
        AUTHOR = "Legendre, M. and Moussaoui, S. and Chouzenoux, E. and Idier, J.",
        TITLE = "Primal-dual interior-point optimization based on
majorization-minimization for edge-preserving spectral unmixing",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4161-4165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145734"}

@inproceedings{bb149810,
        AUTHOR = "Jenzri, H. and Frigui, H. and Gader, P.",
        TITLE = "Robust Context Dependent Spectral Unmixing",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "643-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145735"}

@inproceedings{bb149811,
        AUTHOR = "Wemmert, C. and Kruger, J.M. and Forestier, G. and Sternberger, L. and Feuerhake, F. and Gancarski, P.",
        TITLE = "Stain unmixing in brightfield multiplexed immunohistochemistry",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "1125-1129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145736"}

@inproceedings{bb149812,
        AUTHOR = "Xi, L. and Xiaoling, C.",
        TITLE = "Spatial Interpolation As A Tool For Spectral Unmixing Of Remotely
Sensed Images",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B7:209-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145737"}

@inproceedings{bb149813,
        AUTHOR = "Michishita, R. and Jiang, Z. and Xu, B.",
        TITLE = "Spectral Unmixing Of Blended Reflectance For Denser Time-series Mapping
Of Wetlands",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B8:491-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145738"}

@article{bb149814,
        AUTHOR = "Howard, A.M. and Bernardes, S. and Nibbelink, N. and Biondi, L. and Presotto, A. and Fragaszy, D.M. and Madden, M.",
        TITLE = "A Maximum Entropy Model Of The Bearded Capuchin Monkey Habitat
Incorporating Topography And Spectral Unmixing Analysis",
        JOURNAL = AnnalsPRS,
        VOLUME = "I-2",
        YEAR = "2012",
        NUMBER = "2012",
        PAGES = "7-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145739"}

@inproceedings{bb149815,
        AUTHOR = "Alterman, M. and Schechner, Y.Y. and Weiss, A.",
        TITLE = "Multiplexed fluorescence unmixing",
        BOOKTITLE = ICCP10,
        YEAR = "2010",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619u1.html#TT145740"}

@article{bb149816,
        AUTHOR = "Merickel, M.B. and Lundgren, J.C. and Shen, S.S.",
        TITLE = "A Spatial Processing Algorithm to Reduce the Effects of
Mixed Pixels and Increase the Separability Between Classes",
        JOURNAL = PR,
        VOLUME = "17",
        YEAR = "1984",
        NUMBER = "5",
        PAGES = "525-533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145741"}

@article{bb149817,
        AUTHOR = "Foody, G.M. and Arora, M.K.",
        TITLE = "Incorporating Mixed Pixels in the Training, Allocation and
Testing Stages of Supervised Classifications",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "13",
        MONTH = "November",
        PAGES = "1389-1398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145742"}

@article{bb149818,
        AUTHOR = "Foody, G.M. and Pal, M. and Rocchini, D. and Garzon Lopez, C.X. and Bastin, L.",
        TITLE = "The Sensitivity of Mapping Methods to Reference Data Quality:
Training Supervised Image Classifications with Imperfect Reference
Data",
        JOURNAL = IJGI,
        VOLUME = "5",
        YEAR = "2016",
        NUMBER = "11",
        PAGES = "199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145743"}

@article{bb149819,
        AUTHOR = "Townshend, J.R.G. and Huang, C. and Kalluri, S.N.V. and Defries, R.S. and Liang, S. and Yang, K.",
        TITLE = "Beware of per-pixel characterization of land cover",
        JOURNAL = JRS,
        VOLUME = "21",
        YEAR = "2000",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145744"}

@article{bb149820,
        AUTHOR = "Faraklioti, M. and Petrou, M.",
        TITLE = "Recovering more classes than available bands for sets of mixed pixels
in satellite images",
        JOURNAL = IVC,
        VOLUME = "18",
        YEAR = "2000",
        NUMBER = "9",
        MONTH = "June",
        PAGES = "705-713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145745"}

@inproceedings{bb149821,
        AUTHOR = "Faraklioti, M. and Petrou, M.",
        TITLE = "Recovering More Classes than Available Bands for Mixed Pixels
in Remote Sensing",
        BOOKTITLE = BMVC98,
        YEAR = "1998",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145746"}

@article{bb149822,
        AUTHOR = "Faraklioti, M. and Petrou, M.",
        TITLE = "Illumination invariant unmixing of sets of mixed pixels",
        JOURNAL = GeoRS,
        VOLUME = "39",
        YEAR = "2001",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2227-2234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145747"}

@inproceedings{bb149823,
        AUTHOR = "Camilleri, K.P. and Petrou, M.",
        TITLE = "Spectral Unmixing of Mixed Pixels for Texture Boundary Refinement",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol III: 1084-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145748"}

@article{bb149824,
        AUTHOR = "Hsieh, P.F. and Lee, L.C. and Chen, N.Y.",
        TITLE = "Effect of spatial resolution on classification errors of pure and mixed
pixels in remote sensing",
        JOURNAL = GeoRS,
        VOLUME = "39",
        YEAR = "2001",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2657-2663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145749"}

@article{bb149825,
        AUTHOR = "Kustas, W.P. and Norman, J.M.",
        TITLE = "Evaluating the Effects of Subpixel Heterogeneity on
Pixel Average Fluxes",
        JOURNAL = RSE,
        VOLUME = "74",
        YEAR = "2000",
        NUMBER = "3",
        PAGES = "327- 342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145750"}

@article{bb149826,
        AUTHOR = "Cihlar, J. and Du, Y. and Latifovic, R.",
        TITLE = "Land cover dependence in the detection of contaminated pixels in
satellite optical data",
        JOURNAL = GeoRS,
        VOLUME = "39",
        YEAR = "2001",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1084-1094",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145751"}

@article{bb149827,
        AUTHOR = "Manolakis, D. and Siracusa, C. and Shaw, G.",
        TITLE = "Hyperspectral subpixel target detection using the linear mixing model",
        JOURNAL = GeoRS,
        VOLUME = "39",
        YEAR = "2001",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1392-1409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145752"}

@article{bb149828,
        AUTHOR = "Rosin, P.L.",
        TITLE = "Robust pixel unmixing",
        JOURNAL = GeoRS,
        VOLUME = "39",
        YEAR = "2001",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1978-1983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145753"}

@article{bb149829,
        AUTHOR = "Ju, J.C. and Kolaczyk, E.D. and Gopal, S.",
        TITLE = "Gaussian mixture discriminant analysis and sub-pixel land cover
characterization in remote sensing",
        JOURNAL = RSE,
        VOLUME = "84",
        YEAR = "2003",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "550-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145754"}

@article{bb149830,
        AUTHOR = "Kolaczyk, E.D.",
        TITLE = "On the use of prior and posterior information in the subpixel
proportion problem",
        JOURNAL = GeoRS,
        VOLUME = "41",
        YEAR = "2003",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2687-2691",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145755"}

@article{bb149831,
        AUTHOR = "Miao, L. and Qi, H.R. and Szu, H.",
        TITLE = "A Maximum Entropy Approach to Unsupervised Mixed-Pixel Decomposition",
        JOURNAL = IP,
        VOLUME = "16",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1008-1021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145756"}

@inproceedings{bb149832,
        AUTHOR = "Miao, L. and Qi, H.R. and Szu, H.",
        TITLE = "Unsupervised Decomposition of Mixed Pixels Using the Maximum Entropy
Principle",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 1067-1070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145757"}

@article{bb149833,
        AUTHOR = "Viswanath, P. and Babu, V.S.",
        TITLE = "Rough-DBSCAN: A fast hybrid density based clustering method for large
data sets",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "1477-1488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145758"}

@inproceedings{bb149834,
        AUTHOR = "Viswanath, P. and Pinkesh, R.",
        TITLE = "l-DBSCAN: A Fast Hybrid Density Based Clustering Method",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 912-915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145759"}

@article{bb149835,
        AUTHOR = "Kasetkasem, T. and Arora, M.K. and Varshney, P.K. and Areekul, V.",
        TITLE = "Improving Subpixel Classification by Incorporating Prior Information in
Linear Mixture Models",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1001-1013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145760"}

@article{bb149836,
        AUTHOR = "Zhong, Y.F. and Zhang, L.P.",
        TITLE = "Remote Sensing Image Subpixel Mapping Based on Adaptive Differential
Evolution",
        JOURNAL = SMC-B,
        VOLUME = "42",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1306-1329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145761"}

@article{bb149837,
        AUTHOR = "Zhong, Y.F. and Zhang, L.P.",
        TITLE = "Adaptive Multi-Objective Sub-Pixel Mapping Framework Based on Memetic
Algorithm for Hyperspectral Remote Sensing Imagery",
        JOURNAL = AnnalsPRS,
        VOLUME = "I-7",
        YEAR = "2012",
        NUMBER = "2012",
        PAGES = "191-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145762"}

@article{bb149838,
        AUTHOR = "Zhong, Y.F. and Wu, Y.Y. and Zhang, L.P. and Xu, X.",
        TITLE = "Adaptive MAP Sub-Pixel Mapping Model Based on Regularization Curve
for Multiple Shifted Hyperspectral Imagery",
        JOURNAL = PandRS,
        VOLUME = "96",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "134-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145763"}

@article{bb149839,
        AUTHOR = "Xu, X. and Tong, X.H. and Plaza, A. and Li, J. and Zhong, Y.F. and Xie, H. and Zhang, L.P.",
        TITLE = "A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed
Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6763-6778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145764"}

@article{bb149840,
        AUTHOR = "Tong, X. and Zhang, X. and Shan, J. and Xie, H. and Liu, M.",
        TITLE = "Attraction-Repulsion Model-Based Subpixel Mapping of
Multi-/Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2799-2814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145765"}

@article{bb149841,
        AUTHOR = "Xu, X. and Zhong, Y.F. and Zhang, L.P.",
        TITLE = "Adaptive Subpixel Mapping Based on a Multiagent System for
Remote-Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "787-804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145766"}

@article{bb149842,
        AUTHOR = "Zhong, Y.F. and Wu, Y.Y. and Xu, X. and Zhang, L.P.",
        TITLE = "An Adaptive Subpixel Mapping Method Based on MAP Model and Class
Determination Strategy for Hyperspectral Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1411-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145767"}

@article{bb149843,
        AUTHOR = "Feng, R. and Zhong, Y.F. and Wu, Y.Y. and He, D. and Xu, X. and Zhang, L.P.",
        TITLE = "Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote
Sensing Imagery",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145768"}

@article{bb149844,
        AUTHOR = "Feng, R. and Zhong, Y.F. and Xu, X. and Zhang, L.P.",
        TITLE = "Adaptive Sparse Subpixel Mapping With a Total Variation Model for
Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2855-2872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145769"}

@article{bb149845,
        AUTHOR = "Song, M. and Zhong, Y.F. and Ma, A.L. and Feng, R.",
        TITLE = "Multiobjective Sparse Subpixel Mapping for Remote Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4490-4508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145770"}

@article{bb149846,
        AUTHOR = "Xu, X. and Tong, X.H. and Plaza, A. and Zhong, Y.F. and Xie, H. and Zhang, L.P.",
        TITLE = "Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for
Remotely Sensed Imagery",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145771"}

@article{bb149847,
        AUTHOR = "Ma, A.L. and Zhong, Y.F. and Zhang, L.P.",
        TITLE = "Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote
Sensing Imagery",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4202-4217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145772"}

@article{bb149848,
        AUTHOR = "Zhong, Y.F. and Zhang, L.P.",
        TITLE = "Sub-Pixel Mapping Based on Artificial Immune Systems for Remote Sensing
Imagery",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2902-2926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145773"}

@article{bb149849,
        AUTHOR = "Xie, Z.P. and Wang, S.T. and Hu, D.",
        TITLE = "New insight at level set and Gaussian mixture model for natural image
segmentation",
        JOURNAL = SIViP,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "521-536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145774"}

@inproceedings{bb149850,
        AUTHOR = "Jenzri, H. and Frigui, H. and Gader, P.",
        TITLE = "Context dependent hyperspectral subpixel target detection",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5062-5066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145775"}

@inproceedings{bb149851,
        AUTHOR = "Tanaka, M. and Okutomi, M.",
        TITLE = "Neighbor Pixel Mixture",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 647-650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145776"}

@inproceedings{bb149852,
        AUTHOR = "Chan, J.C.W. and Defries, R.S. and Townshend, J.R.G.",
        TITLE = "Improved Recognition of Spectrally Mixed Land Cover Classes Using
Spatial Textures and Voting Classifications",
        BOOKTITLE = CAIP01,
        YEAR = "2001",
        PAGES = "217 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern619.html#TT145777"}

@article{bb149853,
        AUTHOR = "Pospisil, A.",
        TITLE = "AMOS: the 'learning' multiclass pattern classifier",
        JOURNAL = PR,
        VOLUME = "3",
        YEAR = "1971",
        NUMBER = "3",
        MONTH = "October",
        PAGES = "253-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145778"}

@article{bb149854,
        AUTHOR = "Dubes, R.C.",
        TITLE = "How many clusters are best? - An experiment",
        JOURNAL = PR,
        VOLUME = "20",
        YEAR = "1987",
        NUMBER = "6",
        PAGES = "645-663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145779"}

@article{bb149855,
        AUTHOR = "Begovich, C.L. and Kane, V.E.",
        TITLE = "Estimating the number of groups and group membership using simulation
cluster analysis",
        JOURNAL = PR,
        VOLUME = "15",
        YEAR = "1982",
        NUMBER = "4",
        PAGES = "335-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145780"}

@article{bb149856,
        AUTHOR = "Soklic, M.E.",
        TITLE = "Adaptive model for decision making",
        JOURNAL = PR,
        VOLUME = "15",
        YEAR = "1982",
        NUMBER = "6",
        PAGES = "485-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145781"}

@article{bb149857,
        AUTHOR = "Soklic, M.E.",
        TITLE = "The partition of N-dimensional space, using shells",
        JOURNAL = PR,
        VOLUME = "17",
        YEAR = "1984",
        NUMBER = "3",
        PAGES = "339-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145782"}

@article{bb149858,
        AUTHOR = "di Gesu, V. and Sacco, B.",
        TITLE = "Some statistical properties of the minimum spanning forest",
        JOURNAL = PR,
        VOLUME = "16",
        YEAR = "1983",
        NUMBER = "5",
        PAGES = "525-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145783"}

@article{bb149859,
        AUTHOR = "Dubes, R.C. and Hoffman, R.L.",
        TITLE = "Remarks on some statistical properties of the minimum spanning forest",
        JOURNAL = PR,
        VOLUME = "19",
        YEAR = "1986",
        NUMBER = "1",
        PAGES = "49-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145784"}

@article{bb149860,
        AUTHOR = "Suen, C.Y. and Wang, Q.R.",
        TITLE = "ISOETRP: An interactive clustering algorithm with new objectives",
        JOURNAL = PR,
        VOLUME = "17",
        YEAR = "1984",
        NUMBER = "2",
        PAGES = "211-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145785"}

@inproceedings{bb149861,
        AUTHOR = "Zhang, Q.W. and Wang, Q.R.",
        TITLE = "Knowledge based ISOETRP clustering procedure",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "II: 1233-1235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145786"}

@article{bb149862,
        AUTHOR = "Jolion, J.M. and Rosenfeld, A.",
        TITLE = "Cluster Detection in Background Noise",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "5",
        PAGES = "603-607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145787"}

@article{bb149863,
        AUTHOR = "Sher, C.A. and Rosenfeld, A.",
        TITLE = "Pyramid Cluster Detection and Delineation by Consensus",
        JOURNAL = PRL,
        VOLUME = "12",
        YEAR = "1991",
        PAGES = "477-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145788"}

@article{bb149864,
        AUTHOR = "de Biase, G.A. and di Gesu, V. and Sacco, B.",
        TITLE = "Detection of Diffuse Clusters in Noise Background",
        JOURNAL = PRL,
        VOLUME = "4",
        YEAR = "1986",
        PAGES = "39-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145789"}

@article{bb149865,
        AUTHOR = "Kurita, T.",
        TITLE = "An efficient agglomerative clustering algorithm using a heap",
        JOURNAL = PR,
        VOLUME = "24",
        YEAR = "1991",
        NUMBER = "3",
        PAGES = "205-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145790"}

@article{bb149866,
        AUTHOR = "Kurita, T.",
        TITLE = "Author's reply to comments",
        JOURNAL = PR,
        VOLUME = "26",
        YEAR = "1993",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145791"}

@article{bb149867,
        AUTHOR = "Cho, T.H.",
        TITLE = "Comments on 'An efficient agglomerative clustering algorithm using a
heap'",
        JOURNAL = PR,
        VOLUME = "26",
        YEAR = "1993",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145792"}

@article{bb149868,
        AUTHOR = "Krishnapuram, R. and Freg, C.P.",
        TITLE = "Fitting An Unknown Number of Lines and Planes to Image Data
Through Compatible Cluster Merging",
        JOURNAL = PR,
        VOLUME = "25",
        YEAR = "1992",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "385-400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145793"}

@article{bb149869,
        AUTHOR = "Aldaoud, M.B. and Roberts, S.A.",
        TITLE = "New Methods for the Initialization of Clusters",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "451-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145794"}

@article{bb149870,
        AUTHOR = "Herbin, M. and Bonnet, N. and Vautrot, P.",
        TITLE = "A Clustering Method Based on the Estimation of the
Probability Density-Function and on the Skeleton by Influence Zones:
Application to Image-Processing",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "1141-1150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145795"}

@article{bb149871,
        AUTHOR = "Herbin, M. and Bonnet, N. and Vautrot, P.",
        TITLE = "Estimation of the number of clusters and influence zones",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "14",
        MONTH = "December",
        PAGES = "1557-1568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145796"}

@article{bb149872,
        AUTHOR = "Frigui, H. and Krishnapuram, R.",
        TITLE = "A Robust Competitive Clustering Algorithm with
Applications in Computer Vision",
        JOURNAL = PAMI,
        VOLUME = "21",
        YEAR = "1999",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "450-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145797"}

@article{bb149873,
        AUTHOR = "Frigui, H. and Krishnapuram, R.",
        TITLE = "A Robust Algorithm for Automatic Extraction of an Unknown Number of
Clusters from Noisy Data",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "12",
        MONTH = "October",
        PAGES = "1223-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145798"}

@inproceedings{bb149874,
        AUTHOR = "Frigui, H. and Krishnapuram, R.",
        TITLE = "A Robust Clustering Algorithm Based on Competitive Agglomeration and
Soft Rejection of Outliers",
        BOOKTITLE = CVPR96,
        YEAR = "1996",
        PAGES = "550-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145799"}

@article{bb149875,
        AUTHOR = "Frigui, H. and Krishnapuram, R.",
        TITLE = "Clustering by Competitive Agglomeration",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1109-1119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145800"}

@inproceedings{bb149876,
        AUTHOR = "Frigui, H.",
        TITLE = "Clustering: Algorithms and Applications",
        BOOKTITLE = IPTA08,
        YEAR = "2008",
        PAGES = "1-11",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145801"}

@inproceedings{bb149877,
        AUTHOR = "Frigui, H.",
        TITLE = "Membershipmap: data transformation based on membership aggregation",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 463-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145802"}

@article{bb149878,
        AUTHOR = "Frigui, H. and Hwang, C. and Rhee, F.C.H.",
        TITLE = "Clustering and aggregation of relational data with applications to
image database categorization",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3053-3068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145803"}

@article{bb149879,
        AUTHOR = "Nakamura, E. and Kehtarnavaz, N.",
        TITLE = "Determining number of clusters and prototype locations via multi-scale
clustering",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "14",
        MONTH = "December",
        PAGES = "1265-1283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145804"}

@article{bb149880,
        AUTHOR = "Kothari, R. and Pitts, D.",
        TITLE = "On finding the number of clusters",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "405-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145805"}

@article{bb149881,
        AUTHOR = "Pan, W.",
        TITLE = "Shrinking classification trees for boot-strap aggregation",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "961-965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145806"}

@article{bb149882,
        AUTHOR = "Tibshirani, R. and Guenther, W. and Hastie, T.",
        TITLE = "Estimating the number of clusters in a data set
via the gap statistic",
        JOURNAL = RoyalStat,
        VOLUME = "B 63",
        YEAR = "2001",
        PAGES = "411-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145807"}

@article{bb149883,
        AUTHOR = "Sbai, E.",
        TITLE = "Cluster analysis by adaptive rank-order filters",
        JOURNAL = PR,
        VOLUME = "34",
        YEAR = "2001",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2015-2027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145808"}

@article{bb149884,
        AUTHOR = "Veenman, C.J. and Reinders, M.J.T. and Backer, E.",
        TITLE = "A Maximum Variance Cluster Algorithm",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1273-1280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145809"}

@article{bb149885,
        AUTHOR = "Sugar, C.A. and James, G.M.",
        TITLE = "Finding the number of clusters in a data set:
An information theoretic approach",
        JOURNAL = ASAJ,
        VOLUME = "98",
        YEAR = "2003",
        PAGES = "750-763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145810"}

@article{bb149886,
        AUTHOR = "Hathaway, R.J. and Bezdek, J.C.",
        TITLE = "Visual cluster validity for prototype generator clustering models",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "9-10",
        MONTH = "June",
        PAGES = "1563-1569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145811"}

@article{bb149887,
        AUTHOR = "Huband, J.M. and Bezdek, J.C. and Hathaway, R.J.",
        TITLE = "bigVAT: Visual assessment of cluster tendency for large data sets",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1875-1886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145812"}

@article{bb149888,
        AUTHOR = "Hathaway, R.J. and Bezdek, J.C. and Huband, J.M.",
        TITLE = "Scalable visual assessment of cluster tendency for large data sets",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1315-1324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145813"}

@inproceedings{bb149889,
        AUTHOR = "Hathaway, R.J. and Bezdek, J.C. and Huband, J.M.",
        TITLE = "Maximin Initialization for Cluster Analysis",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
        PAGES = "14-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145814"}

@article{bb149890,
        AUTHOR = "Franc, V. and Hlavac, V.",
        TITLE = "An iterative algorithm learning the maximal margin classifier",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1985-1996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145815"}

@inproceedings{bb149891,
        AUTHOR = "Franc, V. and Hlavac, V.",
        TITLE = "Greedy Algorithm for a Training Set Reduction in the Kernel Methods",
        BOOKTITLE = CAIP03,
        YEAR = "2003",
        PAGES = "426-433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145816"}

@inproceedings{bb149892,
        AUTHOR = "Franc, V. and Hlavac, V.",
        TITLE = "Multi-class support vector machine",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 236-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145817"}

@inproceedings{bb149893,
        AUTHOR = "Uricar, M. and Franc, V. and Hlavac, V.",
        TITLE = "Bundle Methods for Structured Output Learning: Back to the Roots",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "162-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145818"}

@article{bb149894,
        AUTHOR = "Kim, D.W. and Lee, K.H. and Lee, D.",
        TITLE = "On cluster validity index for estimation of the optimal number of fuzzy
clusters",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2009-2025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145819"}

@article{bb149895,
        AUTHOR = "Sun, H.J. and Wang, S.R. and Jiang, Q.S.",
        TITLE = "FCM-Based Model Selection Algorithms for Determining the Number of
Clusters",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2027-2037",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145820"}

@article{bb149896,
        AUTHOR = "Chen, S. and Hong, X. and Harris, C.J.",
        TITLE = "Sparse Kernel Density Construction Using Orthogonal Forward Regression
With Leave-One-Out Test Score and Local Regularization",
        JOURNAL = SMC-B,
        VOLUME = "34",
        YEAR = "2004",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "1708-1717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145821"}

@article{bb149897,
        AUTHOR = "Tran, T.N. and Wehrens, R. and Hoekman, D.H. and Buydens, L.M.C.",
        TITLE = "Initialization of Markov random field clustering of large remote
sensing images",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1912-1919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145822"}

@article{bb149898,
        AUTHOR = "Silva, H.B. and Brito, P. and Pinto da Costa, J.",
        TITLE = "A partitional clustering algorithm validated by a clustering tendency
index based on graph theory",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "776-788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145823"}

@article{bb149899,
        AUTHOR = "Karkkainen, I. and Franti, P.",
        TITLE = "Gradual model generator for single-pass clustering",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "784-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern620.html#TT145824"}

Last update:Feb 26, 2026 at 10:58:24