@inproceedings{bb165200,
        AUTHOR = "Xiang, Y. and Choi, W. and Lin, Y. and Savarese, S.",
        TITLE = "Subcategory-Aware Convolutional Neural Networks for Object Proposals
and Detection",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "924-933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161039"}

@inproceedings{bb165201,
        AUTHOR = "Siam, M. and Valipour, S. and Jagersand, M. and Ray, N.",
        TITLE = "Convolutional gated recurrent networks for video segmentation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3090-3094",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161040"}

@inproceedings{bb165202,
        AUTHOR = "Valipour, S. and Siam, M. and Jagersand, M. and Ray, N.",
        TITLE = "Recurrent Fully Convolutional Networks for Video Segmentation",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "29-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161041"}

@inproceedings{bb165203,
        AUTHOR = "Guo, S.X. and Liu, L. and Wang, W. and Lao, S.Y. and Wang, L.",
        TITLE = "An attention model based on spatial transformers for scene
recognition",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3757-3762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161042"}

@inproceedings{bb165204,
        AUTHOR = "Toca, C. and Patrascu, C. and Ciuc, M.",
        TITLE = "AutoMarkov DNNs for object classification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3452-3457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161043"}

@inproceedings{bb165205,
        AUTHOR = "Sun, M. and Han, T.X. and Liu, M.C. and Khodayari Rostamabad, A.",
        TITLE = "Multiple Instance Learning Convolutional Neural Networks for object
recognition",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3270-3275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161044"}

@inproceedings{bb165206,
        AUTHOR = "Chen, C.Y. and Liu, M.Y. and Tuzel, O. and Xiao, J.X.",
        TITLE = "R-CNN for Small Object Detection",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "V: 214-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161045"}

@inproceedings{bb165207,
        AUTHOR = "Wang, Y. and Cui, C. and Zhou, X.Z. and Deng, W.H.",
        TITLE = "ZigzagNet:
Efficient Deep Learning for Real Object Recognition Based on 3D Models",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "IV: 456-471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161046"}

@inproceedings{bb165208,
        AUTHOR = "Nishida, K. and Hotta, K.",
        TITLE = "Particle Detection in Crowd Regions Using Cumulative Score of CNN",
        BOOKTITLE = ISVC16,
        YEAR = "2016",
        PAGES = "II: 566-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161047"}

@inproceedings{bb165209,
        AUTHOR = "Wang, C. and Siddiqi, K.",
        TITLE = "Differential Geometry Boosts Convolutional Neural Networks for Object
Detection",
        BOOKTITLE = DIFF-CV16,
        YEAR = "2016",
        PAGES = "1006-1013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161048"}

@inproceedings{bb165210,
        AUTHOR = "Tran, D. and Wang, H. and Feiszli, M. and Torresani, L.",
        TITLE = "Video Classification With Channel-Separated Convolutional Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5551-5560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161049"}

@inproceedings{bb165211,
        AUTHOR = "Tran, D. and Bourdev, L. and Fergus, R. and Torresani, L. and Paluri, M.",
        TITLE = "Deep End2End Voxel2Voxel Prediction",
        BOOKTITLE = DeepLearn-C16,
        YEAR = "2016",
        PAGES = "402-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161050"}

@inproceedings{bb165212,
        AUTHOR = "Yang, B. and Yan, J.J. and Lei, Z. and Li, S.Z.",
        TITLE = "CRAFT Objects from Images",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "6043-6051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161051"}

@inproceedings{bb165213,
        AUTHOR = "Li, C.Y. and Stevens, A. and Chen, C.Y. and Pu, Y.C. and Gan, Z. and Carin, L.",
        TITLE = "Learning Weight Uncertainty with Stochastic Gradient MCMC for Shape
Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5666-5675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161052"}

@inproceedings{bb165214,
        AUTHOR = "Qi, C.R. and Su, H. and Nießner, M. and Dai, A. and Yan, M.Y. and Guibas, L.J.",
        TITLE = "Volumetric and Multi-view CNNs for Object Classification on 3D Data",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5648-5656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161053"}

@inproceedings{bb165215,
        AUTHOR = "Mathe, S. and Pirinen, A. and Sminchisescu, C.",
        TITLE = "Reinforcement Learning for Visual Object Detection",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2894-2902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161054"}

@inproceedings{bb165216,
        AUTHOR = "Misra, I. and Zitnick, C.L. and Mitchell, M. and Girshick, R.",
        TITLE = "Seeing through the Human Reporting Bias:
Visual Classifiers from Noisy Human-Centric Labels",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2930-2939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161055"}

@inproceedings{bb165217,
        AUTHOR = "Najibi, M. and Rastegari, M. and Davis, L.S.",
        TITLE = "G-CNN: An Iterative Grid Based Object Detector",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2369-2377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161056"}

@inproceedings{bb165218,
        AUTHOR = "Borji, A. and Izadi, S. and Itti, L.",
        TITLE = "iLab-20M:
A Large-Scale Controlled Object Dataset to Investigate Deep Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2221-2230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161057"}

@article{bb165219,
        AUTHOR = "Chen, X.Z. and Kundu, K. and Zhu, Y. and Ma, H.M. and Fidler, S. and Urtasun, R.",
        TITLE = "3D Object Proposals Using Stereo Imagery for Accurate Object Class
Detection",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1259-1272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161058"}

@inproceedings{bb165220,
        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",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2147-2156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161059"}

@inproceedings{bb165221,
        AUTHOR = "Hayder, Z. and He, X. and Salzmann, M.",
        TITLE = "Learning to Co-Generate Object Proposals with a Deep Structured
Network",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2565-2573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161060"}

@inproceedings{bb165222,
        AUTHOR = "Jampani, V. and Kiefel, M. and Gehler, P.V.",
        TITLE = "Learning Sparse High Dimensional Filters:
Image Filtering, Dense CRFs and Bilateral Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4452-4461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161061"}

@inproceedings{bb165223,
        AUTHOR = "Jampani, V. and Gadde, R. and Gehler, P.V.",
        TITLE = "Video Propagation Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3154-3164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161062"}

@inproceedings{bb165224,
        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",
        PAGES = "I: 597-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161063"}

@inproceedings{bb165225,
        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",
        PAGES = "I: 21-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161064"}

@inproceedings{bb165226,
        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",
        PAGES = "5406-5414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161065"}

@inproceedings{bb165227,
        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#TT161066"}

@inproceedings{bb165228,
        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,
        YEAR = "2017",
        PAGES = "4352-4356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161067"}

@inproceedings{bb165229,
        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,
        YEAR = "2016",
        PAGES = "278-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161068"}

@inproceedings{bb165230,
        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,
        YEAR = "2016",
        PAGES = "1933-1937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161069"}

@inproceedings{bb165231,
        AUTHOR = "Kuo, W. and Hariharan, B. and Malik, J.",
        TITLE = "DeepBox: Learning Objectness with Convolutional Networks",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2479-2487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161070"}

@inproceedings{bb165232,
        AUTHOR = "Ma, C.H. and Hsu, C.T. and Huet, B.",
        TITLE = "Nonparametric scene parsing with deep convolutional features and
dense alignment",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1915-1919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161071"}

@inproceedings{bb165233,
        AUTHOR = "Caicedo, J.C. and Lazebnik, S.",
        TITLE = "Active Object Localization with Deep Reinforcement Learning",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2488-2496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161072"}

@inproceedings{bb165234,
        AUTHOR = "Pepik, B. and Benenson, R. and Ritschel, T. and Schiele, B.",
        TITLE = "What Is Holding Back Convnets for Detection?",
        BOOKTITLE = GCPR15,
        YEAR = "2015",
        PAGES = "517-528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161073"}

@inproceedings{bb165235,
        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",
        PAGES = "2003-2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT161074"}

@article{bb165236,
        AUTHOR = "Bengio, Y.",
        TITLE = "Learning deep architectures for AI",
        JOURNAL = FTML,
        VOLUME = "1",
        YEAR = "2009",
        NUMBER = "1",
        PAGES = "1-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161075"}

@article{bb165237,
        AUTHOR = "Zhao, W.Z. and Du, S.H.",
        TITLE = "Learning multiscale and deep representations for classifying remotely
sensed imagery",
        JOURNAL = PandRS,
        VOLUME = "113",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "155-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161076"}

@article{bb165238,
        AUTHOR = "Barat, C. and Ducottet, C.",
        TITLE = "String representations and distances in deep Convolutional Neural
Networks for image classification",
        JOURNAL = PR,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "104-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161077"}

@article{bb165239,
        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,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1153-1159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161078"}

@inproceedings{bb165240,
        AUTHOR = "Murthy, V.N. and Singh, V. and Chen, T. and Manmatha, R. and Comaniciu, D.",
        TITLE = "Deep Decision Network for Multi-class Image Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2240-2248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161079"}

@article{bb165241,
        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,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1856-1865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161080"}

@article{bb165242,
        AUTHOR = "van Noord, N. and Postma, E.",
        TITLE = "Learning scale-variant and scale-invariant features for deep image
classification",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "583-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161081"}

@article{bb165243,
        AUTHOR = "Du, J. and Xu, Y.",
        TITLE = "Hierarchical deep neural network for multivariate regression",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "149-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161082"}

@article{bb165244,
        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",
        PAGES = "808-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161083"}

@article{bb165245,
        AUTHOR = "Masoumi, M. and Ben Hamza, A.",
        TITLE = "Spectral shape classification: A deep learning approach",
        JOURNAL = JVCIR,
        VOLUME = "43",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "198-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161084"}

@article{bb165246,
        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#TT161085"}

@article{bb165247,
        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#TT161086"}

@article{bb165248,
        AUTHOR = "Li, Y. and Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
        TITLE = "Mining Mid-level Visual Patterns with Deep CNN Activations",
        JOURNAL = IJCV,
        VOLUME = "121",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "344-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161087"}

@article{bb165249,
        AUTHOR = "Sun, W.C. and Su, F.",
        TITLE = "A novel companion objective function for regularization of deep
convolutional neural networks",
        JOURNAL = IVC,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "58-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161088"}

@inproceedings{bb165250,
        AUTHOR = "Sun, W.C. and Su, F.",
        TITLE = "Regularization of deep neural networks using a novel companion
objective function",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2865-2869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161089"}

@inproceedings{bb165251,
        AUTHOR = "Sun, W.C. and Su, F. and Wang, L.Q.",
        TITLE = "Improving deep neural networks with multilayer maxout networks",
        BOOKTITLE = VCIP14,
        YEAR = "2014",
        PAGES = "334-337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161090"}

@article{bb165252,
        AUTHOR = "Shi, C. and Pun, C.M.",
        TITLE = "Superpixel-based 3D deep neural networks for hyperspectral image
classification",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "600-616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161091"}

@article{bb165253,
        AUTHOR = "Shi, C. and Pun, C.M.",
        TITLE = "Multiscale Superpixel-Based Hyperspectral Image Classification Using
Recurrent Neural Networks With Stacked Autoencoders",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "487-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161092"}

@article{bb165254,
        AUTHOR = "Zagoruyko, S. and Komodakis, N.",
        TITLE = "Deep compare: A study on using convolutional neural networks to
compare image patches",
        JOURNAL = CVIU,
        VOLUME = "164",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "38-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161093"}

@inproceedings{bb165255,
        AUTHOR = "Zagoruyko, S. and Komodakis, N.",
        TITLE = "Learning to compare image patches via convolutional neural networks",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4353-4361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161094"}

@inproceedings{bb165256,
        AUTHOR = "Simonovsky, M. and Komodakis, N.",
        TITLE = "Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on
Graphs",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "29-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161095"}

@inproceedings{bb165257,
        AUTHOR = "Simonovsky, M. and Komodakis, N.",
        TITLE = "OnionNet: Sharing Features in Cascaded Deep Classifiers",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161096"}

@article{bb165258,
        AUTHOR = "Liu, N. and Lu, X.K. and Wan, L.H. and Huo, H. and Fang, T.",
        TITLE = "Improving the Separability of Deep Features with Discriminative
Convolution Filters for RSI Classification",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161097"}

@article{bb165259,
        AUTHOR = "Liu, Y. and Liu, L. and Guo, Y.M. and Lew, M.S.",
        TITLE = "Learning visual and textual representations for multimodal matching
and classification",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "51-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161098"}

@article{bb165260,
        AUTHOR = "Ben Hamida, A. and Benoit, A. and Lambert, P. and Ben Amar, C.",
        TITLE = "3-D Deep Learning Approach for Remote Sensing Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4420-4434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161099"}

@article{bb165261,
        AUTHOR = "Piramanayagam, S. and Saber, E. and Schwartzkopf, W. and Koehler, F.W.",
        TITLE = "Supervised Classification of Multisensor Remotely Sensed Images Using
a Deep Learning Framework",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161100"}

@article{bb165262,
        AUTHOR = "Mountrakis, G. and Li, J. and Lu, X.Q. and Hellwich, O.",
        TITLE = "Deep learning for remotely sensed data",
        JOURNAL = PandRS,
        VOLUME = "145",
        YEAR = "2018",
        PAGES = "1-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161101"}

@article{bb165263,
        AUTHOR = "Xu, J. and Wang, C. and Qi, C. and Shi, C. and Xiao, B.",
        TITLE = "Unsupervised Semantic-Based Aggregation of Deep Convolutional
Features",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "601-611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161102"}

@article{bb165264,
        AUTHOR = "Chevalier, M. and Thome, N. and Henaff, G. and Cord, M.",
        TITLE = "Classifying low-resolution images by integrating privileged
information in deep CNNs",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "29-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161103"}

@article{bb165265,
        AUTHOR = "Zhang, Z.X. and Shan, S.G. and Fang, Y. and Shao, L.",
        TITLE = "Deep Learning for Pattern Recognition",
        JOURNAL = PRL,
        VOLUME = "119",
        YEAR = "2019",
        PAGES = "1-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161104"}

@article{bb165266,
        AUTHOR = "Wang, J. and Liu, C. and Fu, T. and Zheng, L.",
        TITLE = "Research on automatic target detection and recognition based on deep
learning",
        JOURNAL = JVCIR,
        VOLUME = "60",
        YEAR = "2019",
        PAGES = "44-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161105"}

@article{bb165267,
        AUTHOR = "Zhang, J. and Mei, K. and Zheng, Y. and Fan, J.P.",
        TITLE = "Learning multi-layer coarse-to-fine representations for large-scale
image classification",
        JOURNAL = PR,
        VOLUME = "91",
        YEAR = "2019",
        PAGES = "175-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161106"}

@article{bb165268,
        AUTHOR = "Liu, D. and Cheng, B. and Wang, Z.Y. and Zhang, H.C. and Huang, T.S.",
        TITLE = "Enhance Visual Recognition Under Adverse Conditions via Deep Networks",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4401-4412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161107"}

@article{bb165269,
        AUTHOR = "Cai, Z.Y. and Long, Y. and Shao, L.",
        TITLE = "Classification complexity assessment for hyper-parameter optimization",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "396-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161108"}

@article{bb165270,
        AUTHOR = "Li, Y.Y. and Zhang, D. and Lee, D.J.",
        TITLE = "IIRNet: A lightweight deep neural network using intensely inverted
residuals for image recognition",
        JOURNAL = IVC,
        VOLUME = "92",
        YEAR = "2019",
        PAGES = "103819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161109"}

@article{bb165271,
        AUTHOR = "He, C. and Zhang, Q.Y. and Qu, T. and Wang, D.W. and Liao, M.S.",
        TITLE = "Remote Sensing and Texture Image Classification Network Based on Deep
Learning Integrated with Binary Coding and Sinkhorn Distance",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161110"}

@article{bb165272,
        AUTHOR = "Tsiligianni, E. and Deligiannis, N.",
        TITLE = "Deep Coupled-Representation Learning for Sparse Linear Inverse
Problems With Side Information",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1768-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161111"}

@article{bb165273,
        AUTHOR = "Guo, J. and Yuan, X. and Xu, P.F. and Bai, H. and Liu, B.Y.",
        TITLE = "Improved image clustering with deep semantic embedding",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "225-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161112"}

@article{bb165274,
        AUTHOR = "Kim, E.Y. and Shin, S.Y. and Lee, S. and Lee, K.J. and Lee, K.H. and Lee, K.M.",
        TITLE = "Triplanar convolution with shared 2D kernels for 3D classification
and shape retrieval",
        JOURNAL = CVIU,
        VOLUME = "193",
        YEAR = "2020",
        PAGES = "102901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161113"}

@inproceedings{bb165275,
        AUTHOR = "Yavartanoo, M. and Hung, S.H. and Neshatavar, R. and Zhang, Y. and Lee, K.M.",
        TITLE = "PolyNet: Polynomial Neural Network for 3D Shape Recognition with
PolyShape Representation",
        BOOKTITLE = "3DV21",
        YEAR = "2021",
        PAGES = "1014-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161114"}

@inproceedings{bb165276,
        AUTHOR = "Yavartanoo, M. and Kim, E.Y. and Lee, K.M.",
        TITLE = "SPNet: Deep 3D Object Classification and Retrieval Using Stereographic
Projection",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "V:691-706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161115"}

@article{bb165277,
        AUTHOR = "Do, T.T. and Hoang, T. and Tan, D.K.L. and Doan, A.D. and Cheung, N.M.",
        TITLE = "Compact Hash Code Learning With Binary Deep Neural Network",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "992-1004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161116"}

@inproceedings{bb165278,
        AUTHOR = "Do, T.T. and Hoang, T. and Tan, D.K.L. and Pham, T. and Le, H. and Cheung, N.M. and Reid, I.D.",
        TITLE = "Binary Constrained Deep Hashing Network for Image Retrieval Without
Manual Annotation",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "695-704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161117"}

@inproceedings{bb165279,
        AUTHOR = "Do, T.T. and Doan, A.D. and Cheung, N.M.",
        TITLE = "Learning to Hash with Binary Deep Neural Network",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 219-234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161118"}

@inproceedings{bb165280,
        AUTHOR = "Tan, D.K.L. and Do, T.T. and Cheung, N.M.",
        TITLE = "Supervised Hashing with End-to-End Binary Deep Neural Network",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3019-3023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161119"}

@article{bb165281,
        AUTHOR = "Ruthotto, L. and Haber, E.",
        TITLE = "Deep Neural Networks Motivated by Partial Differential Equations",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "352-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161120"}

@article{bb165282,
        AUTHOR = "Forcen, J.I. and Pagola, M. and Barrenechea, E. and Bustince, H.",
        TITLE = "Co-occurrence of deep convolutional features for image search",
        JOURNAL = IVC,
        VOLUME = "97",
        YEAR = "2020",
        PAGES = "103909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161121"}

@inproceedings{bb165283,
        AUTHOR = "Forcen, J.I. and Pagola, M. and Barrenechea, E. and Bustince, H.",
        TITLE = "Aggregation of Deep Features for Image Retrieval Based on Object
Detection",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:553-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161122"}

@article{bb165284,
        AUTHOR = "Passalis, N. and Raitoharju, J. and Tefas, A. and Gabbouj, M.",
        TITLE = "Efficient adaptive inference for deep convolutional neural networks
using hierarchical early exits",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161123"}

@article{bb165285,
        AUTHOR = "Huang, L. and Liu, X.L. and Qin, J. and Zhu, F. and Liu, L. and Shao, L.",
        TITLE = "Projection based weight normalization:
Efficient method for optimization on oblique manifold in DNNs",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161124"}

@article{bb165286,
        AUTHOR = "Cococcioni, M. and Rossi, F. and Ruffaldi, E. and Saponara, S.",
        TITLE = "Fast deep neural networks for image processing using posits and ARM
scalable vector extension",
        JOURNAL = RealTimeIP,
        VOLUME = "17",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "759-771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161125"}

@article{bb165287,
        AUTHOR = "Tanaka, M.",
        TITLE = "Weighted sigmoid gate unit for an activation function of deep neural
network",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "354-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161126"}

@article{bb165288,
        AUTHOR = "Ulyanov, D. and Vedaldi, A. and Lempitsky, V.",
        TITLE = "Deep Image Prior",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1867-1888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161127"}

@article{bb165289,
        AUTHOR = "Shin, D. and Yoo, H.",
        TITLE = "The Heterogeneous Deep Neural Network Processor With a Non-von
Neumann Architecture",
        JOURNAL = PIEEE,
        VOLUME = "108",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1245-1260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161128"}

@article{bb165290,
        AUTHOR = "Zhu, R. and Dornaika, F. and Ruichek, Y.",
        TITLE = "Semi-supervised elastic manifold embedding with deep learning
architecture",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161129"}

@article{bb165291,
        AUTHOR = "Chen, Z. and Ho, P.H.",
        TITLE = "A generic shift-norm-activation approach for deep learning",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161130"}

@article{bb165292,
        AUTHOR = "Chen, G. and Srihari, S.N.",
        TITLE = "Revisiting hierarchy:
Deep learning with orthogonally constrained prior for classification",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "214-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161131"}

@article{bb165293,
        AUTHOR = "Fukushima, K.",
        TITLE = "Artificial Vision by Deep CNN Neocognitron",
        JOURNAL = SMCS,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "76-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161132"}

@article{bb165294,
        AUTHOR = "Qi, Z.A. and Khorram, S. and Fuxin, L.",
        TITLE = "Embedding deep networks into visual explanations",
        JOURNAL = AI,
        VOLUME = "292",
        YEAR = "2021",
        PAGES = "103435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161133"}

@article{bb165295,
        AUTHOR = "Messina, N. and Amato, G. and Carrara, F. and Gennaro, C. and Falchi, F.",
        TITLE = "Solving the same-different task with convolutional neural networks",
        JOURNAL = PRL,
        VOLUME = "143",
        YEAR = "2021",
        PAGES = "75-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161134"}

@inproceedings{bb165296,
        AUTHOR = "Amato, G. and Carrara, F. and Falchi, F. and Gennaro, C. and Lagani, G.",
        TITLE = "Hebbian Learning Meets Deep Convolutional Neural Networks",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:324-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161135"}

@article{bb165297,
        AUTHOR = "Yuille, A.L. and Liu, C.X.",
        TITLE = "Deep Nets: What have They Ever Done for Vision?",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "781-802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161136"}

@article{bb165298,
        AUTHOR = "Balestriero, R. and Baraniuk, R.G.",
        TITLE = "Mad Max: Affine Spline Insights Into Deep Learning",
        JOURNAL = PIEEE,
        VOLUME = "109",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "704-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161137"}

@article{bb165299,
        AUTHOR = "Zeng, X.F. and Wu, W.X. and Tian, G.Z. and Li, F.X. and Liu, Y.",
        TITLE = "Deep Superpixel Convolutional Network for Image Recognition",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "922-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT161138"}

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