@article{bb198900, 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#TT194086"} @article{bb198901, 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#TT194087"} @article{bb198902, 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#TT194088"} @article{bb198903, 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#TT194089"} @article{bb198904, 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#TT194090"} @inproceedings{bb198905, 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#TT194091"} @article{bb198906, 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#TT194092"} @inproceedings{bb198907, 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#TT194092"} @inproceedings{bb198908, 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#TT194093"} @article{bb198909, 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#TT194094"} @article{bb198910, AUTHOR = "Ercoli, S. and Bertini, M. and del Bimbo, A.", 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#TT194095"} @article{bb198911, 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#TT194096"} @article{bb198912, 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#TT194097"} @inproceedings{bb198913, 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#TT194098"} @article{bb198914, 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#TT194099"} @article{bb198915, 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#TT194100"} @article{bb198916, 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#TT194101"} @article{bb198917, 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#TT194102"} @article{bb198918, 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#TT194103"} @article{bb198919, 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#TT194104"} @article{bb198920, 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#TT194105"} @article{bb198921, 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#TT194106"} @article{bb198922, 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#TT194107"} @article{bb198923, 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#TT194108"} @article{bb198924, 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#TT194109"} @article{bb198925, 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#TT194110"} @article{bb198926, 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#TT194111"} @inproceedings{bb198927, 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#TT194112"} @article{bb198928, 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#TT194113"} @article{bb198929, 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#TT194114"} @article{bb198930, AUTHOR = "Chen, B.H. 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#TT194115"} @article{bb198931, 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#TT194116"} @article{bb198932, 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#TT194117"} @article{bb198933, 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#TT194118"} @article{bb198934, 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#TT194119"} @article{bb198935, 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#TT194120"} @inproceedings{bb198936, 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#TT194121"} @article{bb198937, 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#TT194122"} @inproceedings{bb198938, 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#TT194123"} @article{bb198939, 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#TT194124"} @inproceedings{bb198940, 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#TT194125"} @article{bb198941, 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#TT194126"} @inproceedings{bb198942, 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#TT194127"} @inproceedings{bb198943, 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#TT194128"} @article{bb198944, 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#TT194129"} @article{bb198945, 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#TT194130"} @article{bb198946, AUTHOR = "Li, S.Y. and Guo, Y. and Ren, H. and Wang, Z. and Ren, K.Y. and Liu, C.S. and Lin, H. and Shi, J.B.", TITLE = "FCNet: A feature context network based on ensemble framework for image retrieval", JOURNAL = IET-CV, VOLUME = "16", YEAR = "2022", NUMBER = "4", PAGES = "295-306", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194131"} @article{bb198947, AUTHOR = "Janani, T. and Brindha, M.", TITLE = "SEcure Similar Image Matching (SESIM): An Improved Privacy Preserving Image Retrieval Protocol over Encrypted Cloud Database", JOURNAL = MultMed, VOLUME = "24", YEAR = "2022", PAGES = "3794-3806", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194132"} @article{bb198948, AUTHOR = "Chen, B. and Feng, Y. and Dai, T. and Bai, J. and Jiang, Y. and Xia, S.T. and Wang, X.", TITLE = "Adversarial Examples Generation for Deep Product Quantization Networks on Image Retrieval", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "1388-1404", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194133"} @inproceedings{bb198949, AUTHOR = "Song, C.H. and Han, H.J. and Avrithis, Y.S.", TITLE = "All the attention you need: Global-local, spatial-channel attention for image retrieval", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "439-448", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194134"} @inproceedings{bb198950, AUTHOR = "Avrithis, Y.S. and Kalantidis, Y. and Anagnostopoulos, E. and Emiris, I.Z.", TITLE = "Web-Scale Image Clustering Revisited", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "1502-1510", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194135"} @inproceedings{bb198951, 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#TT194136"} @inproceedings{bb198952, 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#TT194137"} @inproceedings{bb198953, 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#TT194138"} @inproceedings{bb198954, 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#TT194139"} @inproceedings{bb198955, 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#TT194140"} @inproceedings{bb198956, 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#TT194141"} @inproceedings{bb198957, 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#TT194142"} @inproceedings{bb198958, 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#TT194143"} @inproceedings{bb198959, 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#TT194144"} @inproceedings{bb198960, 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#TT194145"} @inproceedings{bb198961, AUTHOR = "Raziperchikolaei, R. and Carreira Perpinan, M.A.", TITLE = "Learning supervised binary hashing: Optimization vs diversity", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "3695-3699", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194146"} @inproceedings{bb198962, AUTHOR = "Da, C. and Yang, Y. and Ding, K. and Huo, C. and Xiang, S. and Pan, C.", TITLE = "Efficient similarity learning for asymmetric hashing", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "865-869", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194147"} @inproceedings{bb198963, AUTHOR = "Kazi, A. and Conjeti, S. and Katouzian, A. and Navab, N.", TITLE = "Coupled Manifold Learning for Retrieval Across Modalities", BOOKTITLE = Manifold17, YEAR = "2017", PAGES = "1321-1328", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194148"} @inproceedings{bb198964, AUTHOR = "Noh, H. and Araujo, A. and Sim, J. and Weyand, T. and Han, B.", TITLE = "Large-Scale Image Retrieval with Attentive Deep Local Features", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3476-3485", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194149"} @inproceedings{bb198965, AUTHOR = "Ahmed, K. and Torresani, L.", TITLE = "BranchConnect: Image Categorization with Learned Branch Connections", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "1244-1253", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194150"} @inproceedings{bb198966, AUTHOR = "Ahmed, K. and Baig, M.H. and Torresani, L.", TITLE = "Network of Experts for Large-Scale Image Categorization", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "VII: 516-532", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194151"} @inproceedings{bb198967, AUTHOR = "Fu, J.L. and Wu, Y. and Mei, T. and Wang, J.Q. and Lu, H.Q. and Rui, Y.", TITLE = "Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "1985-1993", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194152"} @inproceedings{bb198968, AUTHOR = "Xia, Y. and Cao, X.D. and Wen, F. and Hua, G. and Sun, J.", TITLE = "Learning Discriminative Reconstructions for Unsupervised Outlier Removal", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "1511-1519", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194153"} @inproceedings{bb198969, AUTHOR = "Luo, J.W. and Jiang, Z.G.", TITLE = "Learning Semantic Binary Codes by Encoding Attributes for Image Retrieval", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "279-284", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194154"} @inproceedings{bb198970, AUTHOR = "Ushiku, Y. and Hidaka, M. and Harada, T.", TITLE = "Three Guidelines of Online Learning for Large-Scale Visual Recognition", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "3574-3581", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194155"} @inproceedings{bb198971, AUTHOR = "Movshovitz Attias, Y. and Kanade, T. and Sheikh, Y.", TITLE = "How Useful Is Photo-Realistic Rendering for Visual Learning?", BOOKTITLE = DeepLearn16, YEAR = "2016", PAGES = "III: 202-217", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194156"} @inproceedings{bb198972, AUTHOR = "Chen, X. and Shrivastava, A. and Gupta, A.", TITLE = "Enriching Visual Knowledge Bases via Object Discovery and Segmentation", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "2035-2042", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194157"} @inproceedings{bb198973, AUTHOR = "Chen, X. and Shrivastava, A. and Gupta, A.", TITLE = "NEIL: Extracting Visual Knowledge from Web Data", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1409-1416", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194158"} @inproceedings{bb198974, AUTHOR = "Xia, T. and Tang, Y.Y. and Wei, Y. and Li, H. and Li, L.Q.", TITLE = "Object categorization based on hierarchical learning", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1419-1422", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194159"} @inproceedings{bb198975, AUTHOR = "Zhang, L. and Ma, J. and Cui, C.R. and Li, P.", TITLE = "Active learning through notes data in Flickr: an effortless training data acquisition approach for object localization", BOOKTITLE = ICMR11, YEAR = "2011", PAGES = "46", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194160"} @inproceedings{bb198976, AUTHOR = "Cao, S. and Snavely, N.", TITLE = "Learning to Match Images in Large-Scale Collections", BOOKTITLE = WebScale12, YEAR = "2012", PAGES = "I: 259-270", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194161"} @inproceedings{bb198977, AUTHOR = "Collins, B. and Deng, J. and Li, K. and Fei Fei, L.", TITLE = "Towards Scalable Dataset Construction: An Active Learning Approach", BOOKTITLE = ECCV08, YEAR = "2008", PAGES = "I: 86-98", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800lsnn2.html#TT194162"} @article{bb198978, AUTHOR = "Gao, Y. and Wang, M. and Zha, Z.J. and Shen, J. and Li, X. and Wu, X.", TITLE = "Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search", JOURNAL = IP, VOLUME = "22", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "363-376", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194163"} @article{bb198979, AUTHOR = "Wu, L. and Jin, R. and Jain, A.K.", TITLE = "Tag Completion for Image Retrieval", JOURNAL = PAMI, VOLUME = "35", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "716-727", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194164"} @article{bb198980, AUTHOR = "Ksibi, A. and Ben Ammar, A. and Ben Amar, C.", TITLE = "Adaptive diversification for tag-based social image retrieval", JOURNAL = MultInfoRetr, VOLUME = "3", YEAR = "2014", NUMBER = "1", MONTH = "March", PAGES = "29-39", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194165"} @inproceedings{bb198981, AUTHOR = "Ksibi, A. and Feki, G. and Ben Ammar, A.", TITLE = "Effective Diversification for Ambiguous Queries in Social Image Retrieval", BOOKTITLE = CAIP13, YEAR = "2013", PAGES = "II:571-578", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194166"} @inproceedings{bb198982, AUTHOR = "Ksibi, A. and Dammak, M. and Ben Ammar, A. and Mejdoub, M. and Ben Amar, C.", TITLE = "Flickr-based semantic context to refine automatic photo annotation", BOOKTITLE = IPTA12, YEAR = "2012", PAGES = "377-382", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194167"} @article{bb198983, AUTHOR = "Xu, Z. and Zhang, Y. and Cao, L.B.", TITLE = "Social Image Analysis From a Non-IID Perspective", JOURNAL = MultMed, VOLUME = "16", YEAR = "2014", NUMBER = "7", MONTH = "November", PAGES = "1986-1998", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194168"} @article{bb198984, AUTHOR = "Li, M. and Sun, Y. and Fan, H.C.", TITLE = "Contextualized Relevance Evaluation of Geographic Information for Mobile Users in Location-Based Social Networks", JOURNAL = IJGI, VOLUME = "4", YEAR = "2015", NUMBER = "2", PAGES = "799", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194169"} @article{bb198985, AUTHOR = "Sun, Y. and Li, M.", TITLE = "Investigation of Travel and Activity Patterns Using Location-based Social Network Data: A Case Study of Active Mobile Social Media Users", JOURNAL = IJGI, VOLUME = "4", YEAR = "2015", NUMBER = "3", PAGES = "1512", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194170"} @article{bb198986, AUTHOR = "Oh, S.M. and Pandey, M. and Kim, I. and Hoogs, A.", TITLE = "Image-oriented economic perspective on user behavior in multimedia social forums: An analysis on supply, consumption, and saliency", JOURNAL = PRL, VOLUME = "72", YEAR = "2016", NUMBER = "1", PAGES = "33-40", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194171"} @article{bb198987, AUTHOR = "Li, Z.C. and Liu, J. and Xu, C.S. and Lu, H.Q.", TITLE = "MLRank: Multi-correlation Learning to Rank for image annotation", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "10", MONTH = "October", PAGES = "2700-2710", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194172"} @article{bb198988, AUTHOR = "Li, Z.C. and Liu, J. and Tang, J.H. and Lu, H.Q.", TITLE = "Robust Structured Subspace Learning for Data Representation", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "10", MONTH = "October", PAGES = "2085-2098", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194173"} @article{bb198989, AUTHOR = "Liu, J. and Li, Z.C. and Tang, J.H. and Jiang, Y. and Lu, H.Q.", TITLE = "Personalized Geo-Specific Tag Recommendation for Photos on Social Websites", JOURNAL = MultMed, VOLUME = "16", YEAR = "2014", NUMBER = "3", MONTH = "April", PAGES = "588-600", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194174"} @article{bb198990, AUTHOR = "Tang, J.H. and Li, Z.C. and Zhu, X.", TITLE = "Supervised deep hashing for scalable face image retrieval", JOURNAL = PR, VOLUME = "75", YEAR = "2018", NUMBER = "1", PAGES = "25-32", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194175"} @inproceedings{bb198991, AUTHOR = "Zhang, C.J. and Liu, J. and Liang, C. and Tang, J.H. and Lu, H.Q.", TITLE = "Beyond local image features: Scene calssification using supervised semantic representation", BOOKTITLE = ICIP12, YEAR = "2012", PAGES = "3133-3136", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194176"} @article{bb198992, AUTHOR = "Yuan, Z.Q. and Sang, J. and Xu, C.S. and Liu, Y.", TITLE = "A Unified Framework of Latent Feature Learning in Social Media", JOURNAL = MultMed, VOLUME = "16", YEAR = "2014", NUMBER = "6", MONTH = "October", PAGES = "1624-1635", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194177"} @inproceedings{bb198993, AUTHOR = "Li, C.S. and Liu, J. and Liu, Y. and Xu, C.S. and Liu, Q.S. and Lu, H.Q.", TITLE = "Ordinal preserving projection: a novel dimensionality reduction method for image ranking", BOOKTITLE = ICMR12, YEAR = "2012", PAGES = "17", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194178"} @article{bb198994, AUTHOR = "Liu, S.W. and Cui, P. and Luan, H.B. and Zhu, W. and Yang, S.Q. and Tian, Q.", TITLE = "Social-oriented visual image search", JOURNAL = CVIU, VOLUME = "118", YEAR = "2014", NUMBER = "1", PAGES = "30-39", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194179"} @article{bb198995, AUTHOR = "Zhu, R.X. and Lin, D. and Jendryke, M. and Zuo, C. and Ding, L.F. and Meng, L.Q.", TITLE = "Geo-Tagged Social Media Data-Based Analytical Approach for Perceiving Impacts of Social Events", JOURNAL = IJGI, VOLUME = "8", YEAR = "2018", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194180"} @article{bb198996, AUTHOR = "Zhang, L.M. and Yao, Y.Y. and Lu, Z.G. and Shao, L.", TITLE = "Aesthetics-Guided Graph Clustering With Absent Modalities Imputation", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "3462-3476", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194181"} @article{bb198997, AUTHOR = "Zhu, N. and Zhang, Z.J. and Ma, H.Q.", TITLE = "Ranking answers of comparative questions using heterogeneous information organization from social media", JOURNAL = SIViP, VOLUME = "13", YEAR = "2019", NUMBER = "7", MONTH = "October", PAGES = "1267-1274", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194182"} @article{bb198998, AUTHOR = "Cui, H. and Zhu, L. and Li, J.J. and Yang, Y. and Nie, L.Q.", TITLE = "Scalable Deep Hashing for Large-Scale Social Image Retrieval", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "1271-1284", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194183"} @article{bb198999, AUTHOR = "Zhu, L. and Cui, H. and Cheng, Z.Y. and Li, J.J. and Zhang, Z.", TITLE = "Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1478-1489", BIBSOURCE = "http://www.visionbib.com/bibliography/applicat800so1.html#TT194184"}