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Image Dataset Construction from Web",
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@inproceedings{bb198803,
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@inproceedings{bb198804,
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@inproceedings{bb198805,
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@inproceedings{bb198806,
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@inproceedings{bb198807,
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        TITLE = "Discovering Pictorial Brand Associations from Large-Scale Online
Image Data",
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@inproceedings{bb198808,
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@inproceedings{bb198809,
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@inproceedings{bb198810,
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@inproceedings{bb198811,
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@inproceedings{bb198812,
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        TITLE = "Large Scale Image Indexing Using Online Non-negative Semantic Embedding",
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@inproceedings{bb198813,
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@inproceedings{bb198814,
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@inproceedings{bb198815,
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@inproceedings{bb198816,
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@inproceedings{bb198817,
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SVMs for Large-Scale Visual Recognition",
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@inproceedings{bb198818,
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@inproceedings{bb198820,
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@inproceedings{bb198821,
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A Datamining Approach",
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@inproceedings{bb198824,
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@inproceedings{bb198825,
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@inproceedings{bb198826,
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@inproceedings{bb198830,
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@inproceedings{bb198831,
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@inproceedings{bb198832,
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@inproceedings{bb198833,
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@inproceedings{bb198834,
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@inproceedings{bb198835,
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@inproceedings{bb198836,
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@inproceedings{bb198837,
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@inproceedings{bb198838,
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@inproceedings{bb198839,
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@inproceedings{bb198840,
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@inproceedings{bb198842,
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@inproceedings{bb198843,
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        TITLE = "Pattern Mining in Large-Scale Image and Video Sources",
        BOOKTITLE = CIVR04,
        YEAR = "2004",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT194049"}

@inproceedings{bb198864,
        AUTHOR = "Divakaran, A. and Peker, K.A. and Chang, S.F. and Radhakrishnan, R. and Xie, L.X.",
        TITLE = "Video mining: pattern discovery versus pattern recognition",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "IV: 2379-2382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT194050"}

@inproceedings{bb198865,
        AUTHOR = "Jaimes, A. and Benitez, A.B. and Chang, S.F.",
        TITLE = "Discovering Recurrent Visual Semantics in Consumer Photographs",
        BOOKTITLE = ICIP00,
        YEAR = "2000",
        PAGES = "Vol III: 528-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT194051"}

@inproceedings{bb198866,
        AUTHOR = "Syeda Mahmood, T.F. and Raghavan, P. and Megiddo, N.",
        TITLE = "Interval hash tree: an efficient index structure for searching object
queries in large image databases",
        BOOKTITLE = CBAIVL00,
        YEAR = "2000",
        PAGES = "78-82",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT194052"}

@inproceedings{bb198867,
        AUTHOR = "Kompatsiaris, I. and Triantafyllou, E. and Strintzis, M.G.",
        TITLE = "A World Wide Web region-based image search engine",
        BOOKTITLE = CIAP01,
        YEAR = "2001",
        PAGES = "392-397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT194053"}

@inproceedings{bb198868,
        AUTHOR = "Strobel, N. and Li, C.S. and Castelli, V.",
        TITLE = "MMAP: Modified Maximum a Posteriori Algorithm for
Image Segmentation in Large Image/Video Databases",
        BOOKTITLE = ICIP97,
        YEAR = "1997",
        PAGES = "I: 196-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT194054"}

@article{bb198869,
        AUTHOR = "Jing, X.Y. and Li, S. and Zhang, D. and Yang, J. and Yang, J.Y.",
        TITLE = "Supervised and Unsupervised Parallel Subspace Learning for Large-Scale
Image Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "22",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1497-1511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194055"}

@article{bb198870,
        AUTHOR = "Lee, W.Y. and Hsieh, L.C. and Wu, G.L. and Hsu, W.",
        TITLE = "Graph-based semi-supervised learning with multi-modality propagation
for large-scale image datasets",
        JOURNAL = JVCIR,
        VOLUME = "24",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "295-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194056"}

@article{bb198871,
        AUTHOR = "Negrel, R. and Picard, D. and Gosselin, P.H.",
        TITLE = "Web-Scale Image Retrieval Using Compact Tensor Aggregation of Visual
Descriptors",
        JOURNAL = MultMedMag,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "3",
        PAGES = "24-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194057"}

@inproceedings{bb198872,
        AUTHOR = "Negrel, R. and Picard, D. and Gosselin, P.H.",
        TITLE = "Dimensionality reduction of visual features using sparse projectors
for content-based image retrieval",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2192-2196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194058"}

@inproceedings{bb198873,
        AUTHOR = "Negrel, R. and Picard, D. and Gosselin, P.H.",
        TITLE = "Efficient Metric Learning Based Dimension Reduction Using Sparse
Projectors for Image Near Duplicate Retrieval",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "738-743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194059"}

@inproceedings{bb198874,
        AUTHOR = "Picard, D.",
        TITLE = "Preserving local spatial information in image similarity using tensor
aggregation of local features",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "201-205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194060"}

@article{bb198875,
        AUTHOR = "Gong, Y.C. and Lazebnik, S. and Gordo, A. and Perronnin, F.",
        TITLE = "Iterative Quantization: A Procrustean Approach to Learning Binary
Codes for Large-Scale Image Retrieval",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "2916-2929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194061"}

@inproceedings{bb198876,
        AUTHOR = "Gong, Y.C. and Lazebnik, S.",
        TITLE = "Iterative quantization: A procrustean approach to learning binary codes",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "817-824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194062"}

@article{bb198877,
        AUTHOR = "Zhou, N. and Fan, J.",
        TITLE = "Jointly Learning Visually Correlated Dictionaries for Large-Scale
Visual Recognition Applications",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "715-730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194063"}

@article{bb198878,
        AUTHOR = "Wang, H. and Wu, X.X. and Jia, Y.D.",
        TITLE = "Video Annotation via Image Groups from the Web",
        JOURNAL = MultMed,
        VOLUME = "16",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "1282-1291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194064"}

@inproceedings{bb198879,
        AUTHOR = "Wang, H. and Wu, X.X. and Jia, Y.D.",
        TITLE = "Annotating videos from the web images",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2801-2804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194065"}

@article{bb198880,
        AUTHOR = "Mantziou, E. and Papadopoulos, S. and Kompatsiaris, Y.",
        TITLE = "Learning to detect concepts with Approximate Laplacian Eigenmaps in
large-scale and online settings",
        JOURNAL = MultInfoRetr,
        VOLUME = "4",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "95-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194066"}

@article{bb198881,
        AUTHOR = "Shen, L. and Sun, G. and Huang, Q.M. and Wang, S.H. and Lin, Z.C. and Wu, E.",
        TITLE = "Multi-Level Discriminative Dictionary Learning With Application to
Large Scale Image Classification",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3109-3123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194067"}

@article{bb198882,
        AUTHOR = "Tung, F. and Little, J.J.",
        TITLE = "Improving scene attribute recognition using web-scale object
detectors",
        JOURNAL = CVIU,
        VOLUME = "138",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "86-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194068"}

@inproceedings{bb198883,
        AUTHOR = "Martinez, J. and Clement, J. and Hoos, H.H. and Little, J.J.",
        TITLE = "Revisiting Additive Quantization",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 137-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194069"}

@inproceedings{bb198884,
        AUTHOR = "Tung, F. and Little, J.J.",
        TITLE = "Factorized Binary Codes for Large-Scale Nearest Neighbor Search",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194070"}

@inproceedings{bb198885,
        AUTHOR = "Tung, F. and Little, J.J.",
        TITLE = "SSP: Supervised Sparse Projections for Large-Scale Retrieval in High
Dimensions",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "I: 338-352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194071"}

@inproceedings{bb198886,
        AUTHOR = "Tung, F. and Martinez, J. and Hoos, H.H. and Little, J.J.",
        TITLE = "Bank of Quantization Models: A Data-Specific Approach to Learning
Binary Codes for Large-Scale Retrieval Applications",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "566-571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194072"}

@article{bb198887,
        AUTHOR = "Ristin, M. and Guillaumin, M. and Gall, J. and Van Gool, L.J.",
        TITLE = "Incremental Learning of Random Forests for Large-Scale Image
Classification",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "490-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194073"}

@inproceedings{bb198888,
        AUTHOR = "Ristin, M. and Guillaumin, M. and Gall, J. and Van Gool, L.J.",
        TITLE = "Incremental Learning of NCM Forests for Large-Scale Image
Classification",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "3654-3661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194074"}

@article{bb198889,
        AUTHOR = "Liu, L. and Yu, M.Y. and Shao, L.",
        TITLE = "Learning Short Binary Codes for Large-scale Image Retrieval",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1289-1299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194075"}

@inproceedings{bb198890,
        AUTHOR = "Liu, L. and Yu, M.Y. and Shao, L.",
        TITLE = "Projection Bank:
From High-Dimensional Data to Medium-Length Binary Codes",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2821-2829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194076"}

@article{bb198891,
        AUTHOR = "Guo, H.Y. and Wang, J.Q. and Lu, H.Q.",
        TITLE = "Multiple deep features learning for object retrieval in surveillance
videos",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "268-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194077"}

@inproceedings{bb198892,
        AUTHOR = "Guo, H.Y. and Wang, J.Q. and Lu, H.Q.",
        TITLE = "Learning deep compact descriptor with bagging auto-encoders for
object retrieval",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3175-3179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194078"}

@article{bb198893,
        AUTHOR = "Mai, T.D. and Ngo, T.D. and Le, D.D. and Duong, D.A. and Hoang, K. and Satoh, S.",
        TITLE = "Efficient large-scale multi-class image classification by learning
balanced trees",
        JOURNAL = CVIU,
        VOLUME = "156",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "151-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194079"}

@inproceedings{bb198894,
        AUTHOR = "Mai, T.D. and Ngo, T.D. and Le, D.D. and Duong, D.A. and Hoang, K. and Satoh, S.",
        TITLE = "Using node relationships for hierarchical classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "514-518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194080"}

@inproceedings{bb198895,
        AUTHOR = "Mai, T.D. and Ngo, T.D. and Le, D.D. and Duong, D.A. and Hoang, K. and Satoh, S.",
        TITLE = "Learning Balanced Trees for Large Scale Image Classification",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "II:3-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194081"}

@inproceedings{bb198896,
        AUTHOR = "Le, D.D. and Mai, T.D. and Satoh, S. and Ngo, T.D. and Duong, D.A.",
        TITLE = "Efficient Large Scale Image Classification via Prediction Score
Decomposition",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VI: 770-785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194082"}

@article{bb198897,
        AUTHOR = "Xu, X. and Shen, F.M. and Yang, Y. and Shen, H.T. and Li, X.L.",
        TITLE = "Learning Discriminative Binary Codes for Large-scale Cross-modal
Retrieval",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2494-2507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194083"}

@article{bb198898,
        AUTHOR = "Shen, F.M. and Xu, Y. and Liu, L. and Yang, Y. and Huang, Z. and Shen, H.T.",
        TITLE = "Unsupervised Deep Hashing with Similarity-Adaptive and Discrete
Optimization",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3034-3044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194084"}

@article{bb198899,
        AUTHOR = "Zhang, L. and Ma, B.P. and Li, G.R. and Huang, Q.M. and Tian, Q.",
        TITLE = "Cross-Modal Retrieval Using Multiordered Discriminative Structured
Subspace Learning",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1220-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194085"}