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        AUTHOR = "Kim, Y.H. and Kang, B.N. and Kim, D.J.",
        TITLE = "SAN: Learning Relationship Between Convolutional Features for
Multi-scale Object Detection",
        BOOKTITLE = ECCV18,
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@inproceedings{bb120701,
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        TITLE = "Deep Feature Compression for Collaborative Object Detection",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
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@inproceedings{bb120702,
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        TITLE = "Resilience and Self-Healing of Deep Convolutional Object Detectors",
        BOOKTITLE = ICIP18,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116929"}

@inproceedings{bb120703,
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        TITLE = "A Novel CNN Segmentation Framework Based on Using New Shape and
Appearance Features",
        BOOKTITLE = ICIP18,
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@inproceedings{bb120704,
        AUTHOR = "Choi, M. and Park, J. and Jung, J. and Jung, H. and Lee, J. and Won, W. and Jung, W.Y. and Kim, J. and Kwon, S.",
        TITLE = "Co-Occurrence Matrix Analysis-Based Semi-Supervised Training for
Object Detection",
        BOOKTITLE = ICIP18,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116931"}

@inproceedings{bb120705,
        AUTHOR = "Tchuinkou, D. and Bobda, C.",
        TITLE = "R-Covnet: Recurrent Neural Convolution Network for
3D Object Recognition",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116932"}

@inproceedings{bb120706,
        AUTHOR = "Zhang, X. and Chen, Y. and Zhu, B. and Wang, J. and Tang, M. and Lu, H.",
        TITLE = "Tree Hierarchical CNNs for Object Parsing",
        BOOKTITLE = ICIP18,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116933"}

@inproceedings{bb120707,
        AUTHOR = "Fukagai, T. and Maeda, K. and Tanabe, S. and Shirahata, K. and Tomita, Y. and Ike, A. and Nakagawa, A.",
        TITLE = "Speed-Up of Object Detection Neural Network with GPU",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116934"}

@inproceedings{bb120708,
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        TITLE = "Geometric proposals for faster R-CNN",
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@inproceedings{bb120709,
        AUTHOR = "Hamaguchi, R. and Fujita, A. and Nemoto, K. and Imaizumi, T. and Hikosaka, S.",
        TITLE = "Effective Use of Dilated Convolutions for Segmenting Small Object
Instances in Remote Sensing Imagery",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1442-1450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116936"}

@inproceedings{bb120710,
        AUTHOR = "Ha, M.L. and Franchi, G. and Moller, M. and Kolb, A. and Blanz, V.",
        TITLE = "Segmentation and Shape Extraction from Convolutional Neural Networks",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1509-1518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116937"}

@inproceedings{bb120711,
        AUTHOR = "Najibi, M. and Yang, F. and Wang, Q. and Piramuthu, R.",
        TITLE = "Towards the Success Rate of One:
Real-Time Unconstrained Salient Object Detection",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1432-1441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116938"}

@inproceedings{bb120712,
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        TITLE = "Object Detection in Real-Time Systems: Going Beyond Precision",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT116939"}

@inproceedings{bb120713,
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@inproceedings{bb120715,
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Neural Networks",
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@inproceedings{bb120716,
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@inproceedings{bb120717,
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@inproceedings{bb120718,
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        TITLE = "Object detection via feature fusion based single network",
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@inproceedings{bb120719,
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        YEAR = "2017",
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@inproceedings{bb120720,
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        TITLE = "Real-time object detection by a multi-feature fully convolutional
network",
        BOOKTITLE = ICIP17,
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@inproceedings{bb120721,
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@inproceedings{bb120722,
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network based on spatial pyramid saliency map",
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@inproceedings{bb120723,
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@inproceedings{bb120724,
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@inproceedings{bb120725,
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@inproceedings{bb120726,
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@inproceedings{bb120727,
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@inproceedings{bb120728,
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@inproceedings{bb120729,
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@inproceedings{bb120730,
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@inproceedings{bb120731,
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@inproceedings{bb120732,
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@inproceedings{bb120734,
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@inproceedings{bb120735,
        AUTHOR = "Moniruzzaman, M. and Islam, S.M.S. and Bennamoun, M. and Lavery, P.",
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@inproceedings{bb120736,
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@inproceedings{bb120737,
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@inproceedings{bb120738,
        AUTHOR = "Kong, X.Y. and Xin, B. and Wang, Y.Z. and Hua, G.",
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@inproceedings{bb120739,
        AUTHOR = "Jetley, S. and Sapienza, M. and Golodetz, S. and Torr, P.H.S.",
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@inproceedings{bb120740,
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@inproceedings{bb120741,
        AUTHOR = "Jie, Z.Q. and Wei, Y.C. and Jin, X.J. and Feng, J.S. and Liu, W.",
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@inproceedings{bb120742,
        AUTHOR = "Wu, B. and Iandola, F. and Jin, P.H. and Keutzer, K.",
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@inproceedings{bb120743,
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@inproceedings{bb120744,
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@inproceedings{bb120745,
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@inproceedings{bb120746,
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@inproceedings{bb120747,
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        AUTHOR = "Valipour, S. and Siam, M. and Jagersand, M. and Ray, N.",
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@inproceedings{bb120749,
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@inproceedings{bb120750,
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@inproceedings{bb120751,
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@inproceedings{bb120752,
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@inproceedings{bb120753,
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@inproceedings{bb120754,
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@inproceedings{bb120755,
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@inproceedings{bb120756,
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@inproceedings{bb120757,
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@inproceedings{bb120758,
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@inproceedings{bb120759,
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@inproceedings{bb120761,
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@inproceedings{bb120762,
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@inproceedings{bb120764,
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@inproceedings{bb120766,
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@inproceedings{bb120767,
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@inproceedings{bb120768,
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A Large-Scale Controlled Object Dataset to Investigate Deep Learning",
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@article{bb120769,
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        TITLE = "3D Object Proposals Using Stereo Imagery for Accurate Object Class
Detection",
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        AUTHOR = "Chen, X.Z. and Kundu, K. and Zhang, Z.Y. and Ma, H.M. and Fidler, S. and Urtasun, R.",
        TITLE = "Monocular 3D Object Detection for Autonomous Driving",
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@inproceedings{bb120771,
        AUTHOR = "Hayder, Z. and He, X. and Salzmann, M.",
        TITLE = "Learning to Co-Generate Object Proposals with a Deep Structured
Network",
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@inproceedings{bb120772,
        AUTHOR = "Jampani, V. and Kiefel, M. and Gehler, P.V.",
        TITLE = "Learning Sparse High Dimensional Filters:
Image Filtering, Dense CRFs and Bilateral Neural Networks",
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@inproceedings{bb120773,
        AUTHOR = "Jampani, V. and Gadde, R. and Gehler, P.V.",
        TITLE = "Video Propagation Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
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@inproceedings{bb120774,
        AUTHOR = "Gadde, R. and Jampani, V. and Kiefel, M. and Kappler, D. and Gehler, P.V.",
        TITLE = "Superpixel Convolutional Networks Using Bilateral Inceptions",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
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@inproceedings{bb120775,
        AUTHOR = "Liu, W. and Anguelov, D. and Erhan, D. and Szegedy, C. and Reed, S. and Fu, C.Y. and Berg, A.C.",
        TITLE = "SSD: Single Shot MultiBox Detector",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT117002"}

@inproceedings{bb120776,
        AUTHOR = "Cai, Z.W. and He, X. and Sun, J. and Vasconcelos, N.M.",
        TITLE = "Deep Learning with Low Precision by Half-Wave Gaussian Quantization",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
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@inproceedings{bb120777,
        AUTHOR = "Cai, Z.W. and Fan, Q.F. and Feris, R.S. and Vasconcelos, N.M.",
        TITLE = "A Unified Multi-scale Deep Convolutional Neural Network for Fast Object
Detection",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 354-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT117004"}

@inproceedings{bb120778,
        AUTHOR = "Tang, Y. and Wu, X.Q.",
        TITLE = "Saliency Detection via Combining Region-Level and Pixel-Level
Predictions with CNNs",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VIII: 809-825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT117005"}

@inproceedings{bb120779,
        AUTHOR = "Krusch, P. and Bochinski, E. and Eiselein, V. and Sikora, T.",
        TITLE = "A consistent two-level metric for evaluation of automated abandoned
object detection methods",
        BOOKTITLE = ICIP17,
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@inproceedings{bb120780,
        AUTHOR = "Bochinski, E. and Eiselein, V. and Sikora, T.",
        TITLE = "Training a convolutional neural network for multi-class object
detection using solely virtual world data",
        BOOKTITLE = AVSS16,
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@inproceedings{bb120781,
        AUTHOR = "Cervantes, E. and Yu, L.L. and Bagdanov, A.D. and Masana, M. and van de Weijer, J.",
        TITLE = "Hierarchical part detection with deep neural networks",
        BOOKTITLE = ICIP16,
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@inproceedings{bb120782,
        AUTHOR = "Kuo, W. and Hariharan, B. and Malik, J.",
        TITLE = "DeepBox: Learning Objectness with Convolutional Networks",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
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@inproceedings{bb120783,
        AUTHOR = "Ma, C.H. and Hsu, C.T. and Huet, B.",
        TITLE = "Nonparametric scene parsing with deep convolutional features and
dense alignment",
        BOOKTITLE = ICIP15,
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@inproceedings{bb120784,
        AUTHOR = "Caicedo, J.C. and Lazebnik, S.",
        TITLE = "Active Object Localization with Deep Reinforcement Learning",
        BOOKTITLE = ICCV15,
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@inproceedings{bb120785,
        AUTHOR = "Pepik, B. and Benenson, R. and Ritschel, T. and Schiele, B.",
        TITLE = "What Is Holding Back Convnets for Detection?",
        BOOKTITLE = GCPR15,
        YEAR = "2015",
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@inproceedings{bb120786,
        AUTHOR = "Mrowca, D. and Rohrbach, M. and Hoffman, J. and Hu, R. and Saenko, K. and Darrell, T.J.",
        TITLE = "Spatial Semantic Regularisation for Large Scale Object Detection",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
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@article{bb120787,
        AUTHOR = "Bengio, Y.",
        TITLE = "Learning deep architectures for AI",
        JOURNAL = FTML,
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        NUMBER = "1",
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@article{bb120788,
        AUTHOR = "Zhao, W.Z. and Du, S.H.",
        TITLE = "Learning multiscale and deep representations for classifying remotely
sensed imagery",
        JOURNAL = PandRS,
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@article{bb120789,
        AUTHOR = "Barat, C. and Ducottet, C.",
        TITLE = "String representations and distances in deep Convolutional Neural
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@article{bb120790,
        AUTHOR = "Greenspan, H. and van Ginneken, B. and Summers, R.M.",
        TITLE = "Guest Editorial Deep Learning in Medical Imaging:
Overview and Future Promise of an Exciting New Technique",
        JOURNAL = MedImg,
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        NUMBER = "5",
        MONTH = "May",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117017"}

@article{bb120791,
        AUTHOR = "Ghesu, F.C. and Georgescu, B. and Zheng, Y. and Grbic, S. and Maier, A. and Hornegger, J. and Comaniciu, D.",
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@inproceedings{bb120792,
        AUTHOR = "Murthy, V.N. and Singh, V. and Chen, T. and Manmatha, R. and Comaniciu, D.",
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@article{bb120793,
        AUTHOR = "Mansoor, A. and Cerrolaza, J.J. and Idrees, R. and Biggs, E. and Alsharid, M.A. and Avery, R.A. and Linguraru, M.G.",
        TITLE = "Deep Learning Guided Partitioned Shape Model for Anterior Visual
Pathway Segmentation",
        JOURNAL = MedImg,
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "1856-1865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117020"}

@article{bb120794,
        AUTHOR = "van Noord, N. and Postma, E.",
        TITLE = "Learning scale-variant and scale-invariant features for deep image
classification",
        JOURNAL = PR,
        VOLUME = "61",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117021"}

@article{bb120795,
        AUTHOR = "Du, J. and Xu, Y.",
        TITLE = "Hierarchical deep neural network for multivariate regression",
        JOURNAL = PR,
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        NUMBER = "1",
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@article{bb120796,
        AUTHOR = "Guo, S. and Huang, W. and Wang, L. and Qiao, Y.",
        TITLE = "Locally Supervised Deep Hybrid Model for Scene Recognition",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117023"}

@article{bb120797,
        AUTHOR = "Masoumi, M. and Ben Hamza, A.",
        TITLE = "Spectral shape classification: A deep learning approach",
        JOURNAL = JVCIR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117024"}

@article{bb120798,
        AUTHOR = "Luciano, L. and Ben Hamza, A.",
        TITLE = "Deep learning with geodesic moments for 3D shape classification",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "182-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117025"}

@article{bb120799,
        AUTHOR = "Luciano, L. and Ben Hamza, A.",
        TITLE = "Deep similarity network fusion for 3D shape classification",
        JOURNAL = VC,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "1171-1180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT117026"}