@inproceedings{bb171200,
        AUTHOR = "Douze, M. and Jegou, H. and Sandhawalia, H. and Amsaleg, L. and Schmid, C.",
        TITLE = "Evaluation of GIST descriptors for web-scale image search",
        BOOKTITLE = CIVR09,
        YEAR = "2009",
        PAGES = "Article No 19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT166607"}

@inproceedings{bb171201,
        AUTHOR = "Chua, T.S. and Tang, J.H. and Hong, R. and Li, H.J. and Luo, Z.P. and Zheng, Y.",
        TITLE = "NUS-WIDE: a real-world web image database from National University of
Singapore",
        BOOKTITLE = CIVR09,
        YEAR = "2009",
        PAGES = "Article No 48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT166608"}

@inproceedings{bb171202,
        AUTHOR = "Ghosh, S. and Mitra, S.",
        TITLE = "Incorporating Fuzziness to CLARANS",
        BOOKTITLE = PReMI09,
        YEAR = "2009",
        PAGES = "122-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT166609"}

@inproceedings{bb171203,
        AUTHOR = "Li, Y.P. and Crandall, D.J. and Huttenlocher, D.P.",
        TITLE = "Landmark classification in large-scale image collections",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1957-1964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT166610"}

@inproceedings{bb171204,
        AUTHOR = "Pai, R.M. and Ananthanarayana, V.S.",
        TITLE = "Prefix-Suffix Trees:
A Novel Scheme for Compact Representation of Large Datasets",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "316-323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT166611"}

@inproceedings{bb171205,
        AUTHOR = "Liu, T. and Rosenberg, C. and Rowley, H.A.",
        TITLE = "Clustering Billions of Images with Large Scale Nearest Neighbor Search",
        BOOKTITLE = WACV07,
        YEAR = "2007",
        PAGES = "28-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT166612"}

@inproceedings{bb171206,
        AUTHOR = "Chang, S.F.",
        TITLE = "Pattern Mining in Large-Scale Image and Video Sources",
        BOOKTITLE = CIVR04,
        YEAR = "2004",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800w1.html#TT166613"}

@inproceedings{bb171207,
        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#TT166614"}

@inproceedings{bb171208,
        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#TT166615"}

@inproceedings{bb171209,
        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#TT166616"}

@inproceedings{bb171210,
        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#TT166617"}

@inproceedings{bb171211,
        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#TT166618"}

@article{bb171212,
        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#TT166619"}

@article{bb171213,
        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#TT166620"}

@article{bb171214,
        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#TT166621"}

@inproceedings{bb171215,
        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#TT166622"}

@inproceedings{bb171216,
        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#TT166623"}

@inproceedings{bb171217,
        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#TT166624"}

@article{bb171218,
        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#TT166625"}

@inproceedings{bb171219,
        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#TT166626"}

@article{bb171220,
        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#TT166627"}

@article{bb171221,
        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#TT166628"}

@inproceedings{bb171222,
        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#TT166629"}

@article{bb171223,
        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#TT166630"}

@article{bb171224,
        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#TT166631"}

@article{bb171225,
        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#TT166632"}

@inproceedings{bb171226,
        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#TT166633"}

@inproceedings{bb171227,
        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#TT166634"}

@inproceedings{bb171228,
        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#TT166635"}

@inproceedings{bb171229,
        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#TT166636"}

@article{bb171230,
        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#TT166637"}

@inproceedings{bb171231,
        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#TT166638"}

@article{bb171232,
        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#TT166639"}

@inproceedings{bb171233,
        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#TT166640"}

@article{bb171234,
        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#TT166641"}

@inproceedings{bb171235,
        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#TT166642"}

@article{bb171236,
        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#TT166643"}

@inproceedings{bb171237,
        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#TT166644"}

@inproceedings{bb171238,
        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#TT166645"}

@inproceedings{bb171239,
        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#TT166646"}

@article{bb171240,
        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#TT166647"}

@article{bb171241,
        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#TT166648"}

@article{bb171242,
        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#TT166649"}

@article{bb171243,
        AUTHOR = "Zhang, L. and Ma, B.P. and Li, G.R. and Huang, Q.M. and Tian, Q.",
        TITLE = "Generalized Semi-supervised and Structured Subspace Learning for
Cross-Modal Retrieval",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "128-141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166650"}

@article{bb171244,
        AUTHOR = "Wei, P.X. and Qin, F. and Wan, F. and Zhu, Y. and Jiao, J.B. and Ye, Q.X.",
        TITLE = "Correlated Topic Vector for Scene Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3221-3234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166651"}

@article{bb171245,
        AUTHOR = "Qu, Y. and Lin, L. and Shen, F. and Lu, C. and Wu, Y. and Xie, Y. and Tao, D.",
        TITLE = "Joint Hierarchical Category Structure Learning and Large-Scale Image
Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4331-4346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166652"}

@article{bb171246,
        AUTHOR = "Ma, L. and Li, H. and Meng, F. and Wu, Q. and Ngan, K.N.",
        TITLE = "Learning Efficient Binary Codes From High-Level Feature
Representations for Multilabel Image Retrieval",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2545-2560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166653"}

@article{bb171247,
        AUTHOR = "Luo, M.N. and Chang, X.J. and Li, Z.H. and Nie, L.Q. and Hauptmann, A.G. and Zheng, Q.H.",
        TITLE = "Simple to complex cross-modal learning to rank",
        JOURNAL = CVIU,
        VOLUME = "163",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "67-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166654"}

@inproceedings{bb171248,
        AUTHOR = "Younessian, E. and Mitamura, T. and Hauptmann, A.G.",
        TITLE = "Multimodal knowledge-based analysis in multimedia event detection",
        BOOKTITLE = ICMR12,
        YEAR = "2012",
        PAGES = "51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166655"}

@article{bb171249,
        AUTHOR = "Karpathy, A. and Fei Fei, L.",
        TITLE = "Deep Visual-Semantic Alignments for Generating Image Descriptions",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "664-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166656"}

@inproceedings{bb171250,
        AUTHOR = "Fei Fei, L. and Karpathy, A.",
        TITLE = "Deep Visual-Semantic Alignments for Generating Image Descriptions",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3128-3137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166656"}

@inproceedings{bb171251,
        AUTHOR = "Karpathy, A. and Toderici, G. and Shetty, S. and Leung, T. and Sukthankar, R. and Fei Fei, L.",
        TITLE = "Large-Scale Video Classification with Convolutional Neural Networks",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1725-1732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166657"}

@article{bb171252,
        AUTHOR = "Liang, T.M. and Xu, X.Z. and Xiao, P.C.",
        TITLE = "A new image classification method based on modified condensed nearest
neighbor and convolutional neural networks",
        JOURNAL = PRL,
        VOLUME = "94",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "105-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166658"}

@article{bb171253,
        AUTHOR = "Ercoli, S. and Bertini, M. and Bimbo, A.D.",
        TITLE = "Compact Hash Codes for Efficient Visual Descriptors Retrieval in
Large Scale Databases",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2521-2532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166659"}

@article{bb171254,
        AUTHOR = "Wang, J.D. and Zhang, T. and Song, J.K. and Sebe, N. and Shen, H.T.",
        TITLE = "A Survey on Learning to Hash",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "769-790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166660"}

@article{bb171255,
        AUTHOR = "Vo, P.D. and Ginsca, A.L. and Le Borgne, H. and Popescu, A.",
        TITLE = "Harnessing noisy Web images for deep representation",
        JOURNAL = CVIU,
        VOLUME = "164",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "68-81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166661"}

@inproceedings{bb171256,
        AUTHOR = "Ginsca, A.L. and Popescu, A. and Le Borgne, H. and Ballas, N. and Vo, P.D. and Kanellos, I.",
        TITLE = "Large-Scale Image Mining with Flickr Groups",
        BOOKTITLE = MMMod15,
        YEAR = "2015",
        PAGES = "I: 318-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166662"}

@article{bb171257,
        AUTHOR = "Hsu, C.C. and Lin, C.W.",
        TITLE = "CNN-Based Joint Clustering and Representation Learning with Feature
Drift Compensation for Large-Scale Image Data",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "421-429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166663"}

@article{bb171258,
        AUTHOR = "Li, Y.Q. and Liu, W. and Huang, J.Z.",
        TITLE = "Sub-Selective Quantization for Learning Binary Codes in Large-Scale
Image Search",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1526-1532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166664"}

@article{bb171259,
        AUTHOR = "Fu, Q. and Luo, Y. and Wen, Y.G. and Tao, D.C. and Li, Y. and Duan, L.Y.",
        TITLE = "Toward Intelligent Product Retrieval for TV-to-Online (T2O)
Application: A Transfer Metric Learning Approach",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2114-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166665"}

@article{bb171260,
        AUTHOR = "Jiang, H.J. and Wang, R.P. and Li, Y. and Liu, H.M. and Shan, S.G. and Chen, X.L.",
        TITLE = "Attribute annotation on large-scale image database by active
knowledge transfer",
        JOURNAL = IVC,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "1-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166666"}

@article{bb171261,
        AUTHOR = "Dong, J. and Li, X. and Xu, D.",
        TITLE = "Cross-Media Similarity Evaluation for Web Image Retrieval in the Wild",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2371-2384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166667"}

@article{bb171262,
        AUTHOR = "Yang, H.F. and Lin, K. and Chen, C.S.",
        TITLE = "Supervised Learning of Semantics-Preserving Hash via Deep
Convolutional Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "437-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166668"}

@article{bb171263,
        AUTHOR = "Peng, Y.X. and Qi, J.W. and Huang, X. and Yuan, Y.X.",
        TITLE = "CCL: Cross-modal Correlation Learning With Multigrained Fusion by
Hierarchical Network",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "405-420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166669"}

@article{bb171264,
        AUTHOR = "Peng, Y.X. and Qi, J.W. and Yuan, Y.X.",
        TITLE = "Modality-Specific Cross-Modal Similarity Measurement With Recurrent
Attention Network",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5585-5599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166670"}

@article{bb171265,
        AUTHOR = "Peng, Y.X. and Qi, J.W. and Ye, Z.D. and Zhuo, Y.K.",
        TITLE = "Hierarchical Visual-Textual Knowledge Distillation for Life-Long
Correlation Learning",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "921-941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166671"}

@article{bb171266,
        AUTHOR = "Zhang, H. and Liu, L. and Long, Y. and Shao, L.",
        TITLE = "Unsupervised Deep Hashing With Pseudo Labels for Scalable Image
Retrieval",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1626-1638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166672"}

@article{bb171267,
        AUTHOR = "Li, Y.S. and Zhang, Y.J. and Huang, X. and Zhu, H. and Ma, J.Y.",
        TITLE = "Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural
Networks",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "950-965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166673"}

@article{bb171268,
        AUTHOR = "Li, Y.S. and Zhang, Y.J. and Huang, X. and Ma, J.Y.",
        TITLE = "Learning Source-Invariant Deep Hashing Convolutional Neural Networks
for Cross-Source Remote Sensing Image Retrieval",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6521-6536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166674"}

@article{bb171269,
        AUTHOR = "Hu, H. and Wang, K. and Lv, C. and Wu, J. and Yang, Z.",
        TITLE = "Semi-Supervised Metric Learning-Based Anchor Graph Hashing for
Large-Scale Image Retrieval",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "739-754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166675"}

@article{bb171270,
        AUTHOR = "Cevikalp, H. and Elmas, M. and Ozkan, S.",
        TITLE = "Large-scale image retrieval using transductive support vector
machines",
        JOURNAL = CVIU,
        VOLUME = "173",
        YEAR = "2018",
        PAGES = "2-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166676"}

@inproceedings{bb171271,
        AUTHOR = "Cevikalp, H. and Elmas, M. and Ozkan, S.",
        TITLE = "Towards Category Based Large-Scale Image Retrieval Using Transductive
Support Vector Machines",
        BOOKTITLE = WebScale16,
        YEAR = "2016",
        PAGES = "I: 621-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166677"}

@article{bb171272,
        AUTHOR = "Wu, G. and Han, J. and Guo, Y. and Liu, L. and Ding, G. and Ni, Q. and Shao, L.",
        TITLE = "Unsupervised Deep Video Hashing via Balanced Code for Large-Scale
Video Retrieval",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1993-2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166678"}

@article{bb171273,
        AUTHOR = "Xu, J. and Wang, C.H. and Qi, C.Z. and Shi, C.Z. and Xiao, B.H.",
        TITLE = "Iterative Manifold Embedding Layer Learned by Incomplete Data for
Large-Scale Image Retrieval",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1551-1562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166679"}

@article{bb171274,
        AUTHOR = "Chen, B. and Deng, W.H.",
        TITLE = "Deep embedding learning with adaptive large margin N-pair loss for
image retrieval and clustering",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "353-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166680"}

@article{bb171275,
        AUTHOR = "Keisler, R. and Skillman, S.W. and Gonnabathula, S. and Poehnelt, J. and Rudelis, X. and Warren, M.S.",
        TITLE = "Visual search over billions of aerial and satellite images",
        JOURNAL = CVIU,
        VOLUME = "187",
        YEAR = "2019",
        PAGES = "102790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166681"}

@article{bb171276,
        AUTHOR = "Kan, S.C. and Cen, L.H. and Zheng, X.W. and Cen, Y. and Zhu, Z. and Wang, H.",
        TITLE = "A supervised learning to index model for approximate nearest neighbor
image retrieval",
        JOURNAL = SP:IC,
        VOLUME = "78",
        YEAR = "2019",
        PAGES = "494-502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166682"}

@article{bb171277,
        AUTHOR = "Al Barazanchi, H.A. and Qassim, H. and Verma, A.",
        TITLE = "Large-scale scene image categorisation with deep learning-based model",
        JOURNAL = IJCVR,
        VOLUME = "10",
        YEAR = "2020",
        NUMBER = "3",
        PAGES = "185-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166683"}

@article{bb171278,
        AUTHOR = "Li, Q. and Peng, X.J. and Cao, L.L. and Du, W.B. and Xing, H. and Qiao, Y. and Peng, Q.A.",
        TITLE = "Product image recognition with guidance learning and noisy
supervision",
        JOURNAL = CVIU,
        VOLUME = "196",
        YEAR = "2020",
        PAGES = "102963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166684"}

@article{bb171279,
        AUTHOR = "Chiu, C.Y. and Prayoonwong, A. and Liao, Y.C.",
        TITLE = "Learning to Index for Nearest Neighbor Search",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1942-1956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166685"}

@inproceedings{bb171280,
        AUTHOR = "Prayoonwong, A. and Wang, C.H. and Chiu, C.Y.",
        TITLE = "Learning to Index in Large-Scale Datasets",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:305-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166686"}

@article{bb171281,
        AUTHOR = "Wang, H. and Song, H. and Wu, X.X. and Jia, Y.D.",
        TITLE = "Incremental transfer learning for video annotation via grouped
heterogeneous sources",
        JOURNAL = IET-CV,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "26-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166687"}

@inproceedings{bb171282,
        AUTHOR = "Wang, H. and Song, H. and Wu, X.X. and Jia, Y.D.",
        TITLE = "Video Annotation by Incremental Learning from Grouped Heterogeneous
Sources",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "V: 493-507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166688"}

@article{bb171283,
        AUTHOR = "Feng, S.H. and Feng, Z.Y. and Jin, R.",
        TITLE = "Learning to Rank Image Tags With Limited Training Examples",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1223-1234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166689"}

@inproceedings{bb171284,
        AUTHOR = "Feng, Z.Y. and Jin, R. and Jain, A.",
        TITLE = "Large-Scale Image Annotation by Efficient and Robust Kernel Metric
Learning",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "1609-1616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166690"}

@article{bb171285,
        AUTHOR = "Chatfield, K. and Arandjelovic, R. and Parkhi, O.M. and Zisserman, A.",
        TITLE = "On-the-fly learning for visual search of large-scale image and video
datasets",
        JOURNAL = MultInfoRetr,
        VOLUME = "4",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "75-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166691"}

@inproceedings{bb171286,
        AUTHOR = "Zisserman, A.",
        TITLE = "Towards on-the-fly Large Scale Video Search",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166692"}

@inproceedings{bb171287,
        AUTHOR = "Chatfield, K. and Zisserman, A.",
        TITLE = "VISOR: Towards On-the-Fly Large-Scale Object Category Retrieval",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:432-446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166693"}

@article{bb171288,
        AUTHOR = "Husain, S.S. and Bober, M.",
        TITLE = "REMAP: Multi-Layer Entropy-Guided Pooling of Dense CNN Features for
Image Retrieval",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5201-5213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166694"}

@article{bb171289,
        AUTHOR = "Zhu, H.P.",
        TITLE = "Massive-scale image retrieval based on deep visual feature
representation",
        JOURNAL = JVCIR,
        VOLUME = "70",
        YEAR = "2020",
        PAGES = "102738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166695"}

@inproceedings{bb171290,
        AUTHOR = "Li, H.K. and Bai, C. and Huang, L. and Jiang, Y.G. and Chen, S.Y.",
        TITLE = "Instance Image Retrieval with Generative Adversarial Training",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "I:381-392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166696"}

@inproceedings{bb171291,
        AUTHOR = "Zhen, L.L. and Hu, P. and Wang, X. and Peng, D.Z.",
        TITLE = "Deep Supervised Cross-Modal Retrieval",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10386-10395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166697"}

@inproceedings{bb171292,
        AUTHOR = "Morozov, S. and Babenko, A.",
        TITLE = "Unsupervised Neural Quantization for Compressed-Domain Similarity
Search",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3036-3045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166698"}

@inproceedings{bb171293,
        AUTHOR = "Yu, T. and Yuan, J.S. and Fang, C. and Jin, H.L.",
        TITLE = "Product Quantization Network for Fast Image Retrieval",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "I: 191-206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166699"}

@inproceedings{bb171294,
        AUTHOR = "Jose, A. and Lopez, R.D. and Heisterklaus, I. and Wien, M.",
        TITLE = "Pyramid Pooling of Convolutional Feature Maps for Image Retrieval",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "480-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166700"}

@inproceedings{bb171295,
        AUTHOR = "Jose, A. and Yan, S. and Heisterklaus, I.",
        TITLE = "Binary hashing using siamese neural networks",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2916-2920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166701"}

@inproceedings{bb171296,
        AUTHOR = "Veit, A. and Alldrin, N. and Chechik, G. and Krasin, I. and Gupta, A. and Belongie, S.J.",
        TITLE = "Learning from Noisy Large-Scale Datasets with Minimal Supervision",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6575-6583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166702"}

@inproceedings{bb171297,
        AUTHOR = "Yuan, T.T. and Deng, W.H. and Hu, J.",
        TITLE = "Supervised hashing with extreme learning machine",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166703"}

@inproceedings{bb171298,
        AUTHOR = "Zhou, Y.F. and Huang, S.S. and Zhang, Y. and Wang, Y.F.",
        TITLE = "Deep hashing with triplet quantization loss",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166704"}

@inproceedings{bb171299,
        AUTHOR = "Zhu, H. and Wang, F. and Xiang, X. and Tran, T.D.",
        TITLE = "Supervised hashing with jointly learning embedding and quantization",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3715-3719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT166705"}

Last update:May 10, 2021 at 18:51:10