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        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131650"}

@article{bb135659,
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@article{bb135660,
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of regions",
        JOURNAL = SIViP,
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        YEAR = "2018",
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        MONTH = "July",
        PAGES = "877-884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131652"}

@article{bb135661,
        AUTHOR = "Helmy, T.",
        TITLE = "A Generic Framework for Semantic Annotation of Images",
        JOURNAL = IJIG,
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        YEAR = "2018",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131653"}

@article{bb135662,
        AUTHOR = "Hu, J. and Lam, K.M. and Lou, P. and Liu, Q. and Deng, W.P.",
        TITLE = "Can a machine have two systems for recognition, like human beings?",
        JOURNAL = JVCIR,
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        YEAR = "2018",
        PAGES = "275-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131654"}

@article{bb135663,
        AUTHOR = "Bhagat, P.K. and Choudhary, P.",
        TITLE = "Image annotation: Then and now",
        JOURNAL = IVC,
        VOLUME = "80",
        YEAR = "2018",
        PAGES = "1-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131655"}

@article{bb135664,
        AUTHOR = "Bazrafkan, S. and Javidnia, H. and Corcoran, P.",
        TITLE = "Latent space mapping for generation of object elements with
corresponding data annotation",
        JOURNAL = PRL,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131656"}

@article{bb135665,
        AUTHOR = "Jiu, M.Y. and Sahbi, H.",
        TITLE = "Deep representation design from deep kernel networks",
        JOURNAL = PR,
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        YEAR = "2019",
        PAGES = "447-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131657"}

@article{bb135666,
        AUTHOR = "Foumani, S.N.M. and Nickabadi, A.",
        TITLE = "A probabilistic topic model using deep visual word representation for
simultaneous image classification and annotation",
        JOURNAL = JVCIR,
        VOLUME = "59",
        YEAR = "2019",
        PAGES = "195-203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131658"}

@article{bb135667,
        AUTHOR = "Zhang, J.J. and Wu, Q. and Zhang, J. and Shen, C.H. and Lu, J.F. and Wu, Q.A.",
        TITLE = "Heritage image annotation via collective knowledge",
        JOURNAL = PR,
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        YEAR = "2019",
        PAGES = "204-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131659"}

@article{bb135668,
        AUTHOR = "Verma, Y.",
        TITLE = "Diverse image annotation with missing labels",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "470-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131660"}

@article{bb135669,
        AUTHOR = "Markatopoulou, F. and Mezaris, V. and Patras, I.",
        TITLE = "Implicit and Explicit Concept Relations in Deep Neural Networks for
Multi-Label Video/Image Annotation",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1631-1644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131661"}

@article{bb135670,
        AUTHOR = "Laib, L. and Allili, M.S. and Ait Aoudia, S.",
        TITLE = "A probabilistic topic model for event-based image classification and
multi-label annotation",
        JOURNAL = SP:IC,
        VOLUME = "76",
        YEAR = "2019",
        PAGES = "283-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131662"}

@article{bb135671,
        AUTHOR = "Olaode, A. and Naghdy, G.",
        TITLE = "Review of the application of machine learning to the automatic semantic
annotation of images",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1232-1245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131663"}

@article{bb135672,
        AUTHOR = "Zhang, C.J. and Cheng, J. and Tian, Q.",
        TITLE = "Multiview, Few-Labeled Object Categorization by Predicting Labels
With View Consistency",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3834-3843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131664"}

@article{bb135673,
        AUTHOR = "Tang, C. and Liu, X.W. and Wang, P.C. and Zhang, C.Q. and Li, M.M. and Wang, L.Z.",
        TITLE = "Adaptive Hypergraph Embedded Semi-Supervised Multi-Label Image
Annotation",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2837-2849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131665"}

@article{bb135674,
        AUTHOR = "Mundnich, K. and Booth, B.M. and Girault, B. and Narayanan, S.",
        TITLE = "Generating labels for regression of subjective constructs using
triplet embeddings",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "385-392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131666"}

@article{bb135675,
        AUTHOR = "Chaudhary, C. and Goyal, P. and Prasad, D.N. and Chen, Y.P.",
        TITLE = "Enhancing the Quality of Image Tagging Using a Visio-Textual
Knowledge Base",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "897-911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131667"}

@article{bb135676,
        AUTHOR = "Khatchatoorian, A.G. and Jamzad, M.",
        TITLE = "Architecture to improve the accuracy of automatic image annotation
systems",
        JOURNAL = IET-CV,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "214-223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131668"}

@article{bb135677,
        AUTHOR = "Theodosiou, Z. and Tsapatsoulis, N.",
        TITLE = "Image annotation: the effects of content, lexicon and annotation method",
        JOURNAL = MultInfoRetr,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "191-203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131669"}

@article{bb135678,
        AUTHOR = "Haghighi, F. and Taher, M.R.H. and Zhou, Z.W. and Gotway, M.B. and Liang, J.M.",
        TITLE = "Transferable Visual Words: Exploiting the Semantics of Anatomical
Patterns for Self-Supervised Learning",
        JOURNAL = MedImg,
        VOLUME = "40",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2857-2868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131670"}

@article{bb135679,
        AUTHOR = "Hochberg, D.C. and Greenspan, H. and Giryes, R.",
        TITLE = "A Self Supervised StyleGAN for Image Annotation and Classification
With Extremely Limited Labels",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3509-3519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131671"}

@inproceedings{bb135680,
        AUTHOR = "Lahtinen, T. and Turtiainen, H. and Costin, A.",
        TITLE = "Brima: Low-Overhead Browser-Only Image Annotation Tool (Preprint)",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2633-2637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131672"}

@inproceedings{bb135681,
        AUTHOR = "Lotfi, F. and Jamzad, M. and Beigy, H.",
        TITLE = "Automatic Image Annotation using Tag Relations and Graph
Convolutional Networks",
        BOOKTITLE = IPRIA21,
        YEAR = "2021",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131673"}

@inproceedings{bb135682,
        AUTHOR = "Chen, X.Y. and Jiang, M. and Zhao, Q.",
        TITLE = "Self-Distillation for Few-Shot Image Captioning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "545-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131674"}

@inproceedings{bb135683,
        AUTHOR = "Jiu, M. and Sahbi, H.",
        TITLE = "End-to-End Deep Kernel Map Design for Image Annotation",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1546-1550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131675"}

@inproceedings{bb135684,
        AUTHOR = "Hu, H. and Misra, I. and van der Maaten, L.",
        TITLE = "Evaluating Text-to-Image Matching using Binary Image Selection
(BISON)",
        BOOKTITLE = CLVL19,
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        PAGES = "1887-1890",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131676"}

@inproceedings{bb135685,
        AUTHOR = "Gupta, T. and Schwing, A.G. and Hoiem, D.",
        TITLE = "ViCo: Word Embeddings From Visual Co-Occurrences",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7424-7433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131677"}

@inproceedings{bb135686,
        AUTHOR = "Bracha, L. and Chechik, G.",
        TITLE = "Informative Object Annotations: Tell Me Something I Don't Know",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "12499-12507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131678"}

@inproceedings{bb135687,
        AUTHOR = "Rapson, C.J. and Seet, B. and Naeem, M.A. and Lee, J.E. and Al Sarayreh, M. and Klette, R.",
        TITLE = "Reducing the Pain: A Novel Tool for Efficient Ground-Truth Labelling
in Images",
        BOOKTITLE = IVCNZ18,
        YEAR = "2018",
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@inproceedings{bb135688,
        AUTHOR = "Wu, B.Y. and Chen, W.D. and Sun, P. and Liu, W. and Ghanem, B. and Lyu, S.W.",
        TITLE = "Tagging Like Humans: Diverse and Distinct Image Annotation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7967-7975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131680"}

@inproceedings{bb135689,
        AUTHOR = "Wu, X.J. and Zhang, L. and Li, F.Z. and Wang, B.J.",
        TITLE = "A Novel Model for Multi-label Image Annotation",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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@inproceedings{bb135690,
        AUTHOR = "Jiu, M. and Sahbi, H. and Qi, L.",
        TITLE = "Deep Context Networks for Image Annotation",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2422-2427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131682"}

@inproceedings{bb135691,
        AUTHOR = "Khatchatoorian, A.G. and Jamzad, M.",
        TITLE = "Post Rectifying Methods to Improve the Accuracy of Image Annotation",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131683"}

@inproceedings{bb135692,
        AUTHOR = "Pellegrin, L. and Escalante, H.J. and Montes y Gomez, M. and Villegas, M. and Gonzalez, F.A.",
        TITLE = "A Flexible Framework for the Evaluation of Unsupervised Image
Annotation",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "508-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131684"}

@inproceedings{bb135693,
        AUTHOR = "Tripathi, A. and Gupta, A. and Chaudhary, S. and Lall, B.",
        TITLE = "Image Annotation Using Latent Components and Transmedia Association",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131685"}

@inproceedings{bb135694,
        AUTHOR = "Wu, B.Y. and Jia, F. and Liu, W. and Ghanem, B.",
        TITLE = "Diverse Image Annotation",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6194-6202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607ian2.html#TT131686"}

@article{bb135695,
        AUTHOR = "Gao, L.L. and Guo, Z. and Zhang, H.W. and Xu, X. and Shen, H.T.",
        TITLE = "Video Captioning With Attention-Based LSTM and Semantic Consistency",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "2045-2055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607lscap4.html#TT131687"}

@article{bb135696,
        AUTHOR = "Bin, Y. and Yang, Y. and Shen, F. and Xie, N. and Shen, H.T. and Li, X.",
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        MONTH = "July",
        PAGES = "2631-2641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607lscap4.html#TT131688"}

@article{bb135697,
        AUTHOR = "Fu, K. and Jin, J.Q. and Cui, R.P. and Sha, F. and Zhang, C.S.",
        TITLE = "Aligning Where to See and What to Tell: Image Captioning with
Region-Based Attention and Scene-Specific Contexts",
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        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2321-2334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match607lscap4.html#TT131689"}

@article{bb135698,
        AUTHOR = "Xiao, C.M. and Yang, Q. and Xu, X.Q. and Zhang, J.W. and Zhou, F. and Zhang, C.S.",
        TITLE = "Where you edit is what you get: Text-guided image editing with
region-based attention",
        JOURNAL = PR,
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match607lscap4.html#TT131690"}

@article{bb135699,
        AUTHOR = "Nian, F.D. and Li, T. and Wang, Y. and Wu, X.Y. and Ni, B.B. and Xu, C.S.",
        TITLE = "Learning explicit video attributes from mid-level representation for
video captioning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match607lscap4.html#TT131691"}

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