@inproceedings{bb157000,
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#TT152910"}
@inproceedings{bb157001,
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#TT152911"}
@inproceedings{bb157002,
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#TT152912"}
@inproceedings{bb157003,
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#TT152913"}
@inproceedings{bb157004,
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#TT152914"}
@inproceedings{bb157005,
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#TT152915"}
@inproceedings{bb157006,
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#TT152916"}
@inproceedings{bb157007,
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#TT152917"}
@inproceedings{bb157008,
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#TT152918"}
@inproceedings{bb157009,
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#TT152919"}
@inproceedings{bb157010,
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#TT152920"}
@inproceedings{bb157011,
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#TT152921"}
@article{bb157012,
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#TT152922"}
@inproceedings{bb157013,
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#TT152923"}
@inproceedings{bb157014,
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#TT152924"}
@inproceedings{bb157015,
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#TT152925"}
@inproceedings{bb157016,
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#TT152926"}
@inproceedings{bb157017,
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#TT152927"}
@inproceedings{bb157018,
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#TT152928"}
@inproceedings{bb157019,
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#TT152929"}
@inproceedings{bb157020,
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#TT152930"}
@inproceedings{bb157021,
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#TT152931"}
@inproceedings{bb157022,
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#TT152932"}
@inproceedings{bb157023,
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#TT152933"}
@inproceedings{bb157024,
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#TT152934"}
@inproceedings{bb157025,
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#TT152935"}
@inproceedings{bb157026,
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#TT152936"}
@inproceedings{bb157027,
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#TT152937"}
@inproceedings{bb157028,
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#TT152938"}
@article{bb157029,
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#TT152939"}
@article{bb157030,
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#TT152940"}
@article{bb157031,
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#TT152941"}
@article{bb157032,
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#TT152942"}
@inproceedings{bb157033,
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#TT152943"}
@article{bb157034,
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#TT152944"}
@article{bb157035,
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#TT152945"}
@article{bb157036,
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#TT152946"}
@article{bb157037,
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#TT152947"}
@article{bb157038,
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#TT152948"}
@article{bb157039,
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#TT152949"}
@article{bb157040,
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#TT152950"}
@article{bb157041,
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#TT152951"}
@article{bb157042,
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#TT152952"}
@inproceedings{bb157043,
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#TT152953"}
@inproceedings{bb157044,
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#TT152954"}
@article{bb157045,
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#TT152955"}
@article{bb157046,
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#TT152956"}
@article{bb157047,
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#TT152957"}
@inproceedings{bb157048,
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#TT152958"}
@inproceedings{bb157049,
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#TT152959"}
@inproceedings{bb157050,
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#TT152960"}
@article{bb157051,
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#TT152961"}
@article{bb157052,
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#TT152962"}
@article{bb157053,
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#TT152963"}
@article{bb157054,
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#TT152964"}
@article{bb157055,
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#TT152965"}
@article{bb157056,
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#TT152966"}
@article{bb157057,
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#TT152967"}
@article{bb157058,
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#TT152968"}
@article{bb157059,
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#TT152969"}
@article{bb157060,
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#TT152970"}
@article{bb157061,
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#TT152971"}
@article{bb157062,
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#TT152972"}
@article{bb157063,
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#TT152973"}
@article{bb157064,
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#TT152974"}
@article{bb157065,
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#TT152975"}
@article{bb157066,
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#TT152976"}
@article{bb157067,
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#TT152977"}
@inproceedings{bb157068,
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#TT152978"}
@inproceedings{bb157069,
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#TT152979"}
@article{bb157070,
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#TT152980"}
@inproceedings{bb157071,
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#TT152981"}
@inproceedings{bb157072,
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#TT152982"}
@inproceedings{bb157073,
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#TT152983"}
@article{bb157074,
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#TT152984"}
@article{bb157075,
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#TT152985"}
@inproceedings{bb157076,
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#TT152986"}
@article{bb157077,
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#TT152987"}
@article{bb157078,
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#TT152988"}
@article{bb157079,
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#TT152989"}
@article{bb157080,
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#TT152990"}
@article{bb157081,
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#TT152991"}
@article{bb157082,
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#TT152992"}
@article{bb157083,
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#TT152993"}
@article{bb157084,
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#TT152994"}
@article{bb157085,
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#TT152995"}
@article{bb157086,
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#TT152996"}
@article{bb157087,
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#TT152997"}
@article{bb157088,
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#TT152998"}
@inproceedings{bb157089,
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#TT152999"}
@article{bb157090,
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#TT153000"}
@article{bb157091,
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#TT153001"}
@article{bb157092,
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#TT153002"}
@article{bb157093,
AUTHOR = "Zhao, B.X. and Xiong, H.Y. and Bian, J. and Guo, Z.S. and Xu, C.Z. and Dou, D.",
TITLE = "COMO: Efficient Deep Neural Networks Expansion With COnvolutional
MaxOut",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "1722-1730",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT153003"}
@article{bb157094,
AUTHOR = "Wang, X. and Wang, S.Y. and Ning, C. and Zhou, H.Y.",
TITLE = "Enhanced Feature Pyramid Network With Deep Semantic Embedding for
Remote Sensing Scene Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "7918-7932",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT153004"}
@article{bb157095,
AUTHOR = "Yang, S.J. and Li, L. and Wang, S.H. and Zhang, W.G. and Huang, Q.M. and Tian, Q.",
TITLE = "Graph Regularized Encoder-Decoder Networks for Image Representation
Learning",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "3124-3136",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT153005"}
@inproceedings{bb157096,
AUTHOR = "Yang, S.J. and Li, L. and Wang, S.H. and Zhang, W.G. and Huang, Q.M.",
TITLE = "A Graph Regularized Deep Neural Network for Unsupervised Image
Representation Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "7053-7061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT153006"}
@article{bb157097,
AUTHOR = "Chen, Z.D. and Deng, L. and Wang, B.Y. and Li, G.Q. and Xie, Y.",
TITLE = "A Comprehensive and Modularized Statistical Framework for Gradient
Norm Equality in Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "13-31",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT153007"}
@article{bb157098,
AUTHOR = "Sommer, S. and Bronstein, A.M.",
TITLE = "Horizontal Flows and Manifold Stochastics in Geometric Deep Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "811-822",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT153008"}
@article{bb157099,
AUTHOR = "Yan, M. and Yang, J.X. and Chen, C. and Zhou, J.T.Y. and Pan, Y. and Zeng, Z.",
TITLE = "Enhanced gradient learning for deep neural networks",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "2",
PAGES = "365-377",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT153009"}
Last update:Oct 6, 2025 at 14:07:43