@inproceedings{bb151000, AUTHOR = "Womg, A. and Shafiee, M.J. and Li, F. and Chwyl, B.", TITLE = "Tiny SSD: A Tiny Single-Shot Detection Deep Convolutional Neural Network for Real-Time Embedded Object Detection", BOOKTITLE = CRV18, YEAR = "2018", PAGES = "95-101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146929"} @inproceedings{bb151001, AUTHOR = "Toudeshki, A.G. and Shamshirdar, F. and Vaughan, R.", TITLE = "Robust UAV Visual Teach and Repeat Using Only Sparse Semantic Object Features", BOOKTITLE = CRV18, YEAR = "2018", PAGES = "182-189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146930"} @inproceedings{bb151002, AUTHOR = "Wang, P. and Yuille, A.L.", TITLE = "DOC: Deep OCclusion Estimation from a Single Image", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "I: 545-561", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146931"} @inproceedings{bb151003, AUTHOR = "Tang, Z.Q. and Peng, X. and Geng, S.J. and Wu, L.F. and Zhang, S.T. and Metaxas, D.N.", TITLE = "Quantized Densely Connected U-Nets for Efficient Landmark Localization", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "III: 348-364", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146932"} @inproceedings{bb151004, AUTHOR = "Wu, Z.X. and Han, X.T. and Lin, Y.L. and Uzunbas, M.G. and Goldstein, T. and Lim, S.N. and Davis, L.S.", TITLE = "DCAN: Dual Channel-Wise Alignment Networks for Unsupervised Scene Adaptation", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VI: 535-552", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146933"} @inproceedings{bb151005, AUTHOR = "Wei, Y. and Pan, X.Y. and Qin, H.W. and Ouyang, W.L. and Yan, J.J.", TITLE = "Quantization Mimic: Towards Very Tiny CNN for Object Detection", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VIII: 274-290", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146934"} @inproceedings{bb151006, AUTHOR = "Gu, J.Y. and Hu, H. and Wang, L.W. and Wei, Y.C. and Dai, J.F.", TITLE = "Learning Region Features for Object Detection", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XII: 392-406", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146935"} @inproceedings{bb151007, 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, YEAR = "2018", PAGES = "VI: 328-343", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146936"} @inproceedings{bb151008, AUTHOR = "Choi, H. and Bajic, I.V.", TITLE = "Deep Feature Compression for Collaborative Object Detection", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3743-3747", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146937"} @inproceedings{bb151009, AUTHOR = "Rahman, F.U. and Vasu, B. and Savakis, A.", TITLE = "Resilience and Self-Healing of Deep Convolutional Object Detectors", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3443-3447", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146938"} @inproceedings{bb151010, AUTHOR = "Soliman, A. and Shaffie, A. and Ghazal, M. and Gimel'farb, G.L. and Keynton, R. and El Baz, A.", TITLE = "A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3488-3492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146939"} @inproceedings{bb151011, 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, YEAR = "2018", PAGES = "1333-1337", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146940"} @inproceedings{bb151012, AUTHOR = "Tchuinkou, D. and Bobda, C.", TITLE = "R-Covnet: Recurrent Neural Convolution Network for 3D Object Recognition", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "331-335", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146941"} @inproceedings{bb151013, 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, YEAR = "2018", PAGES = "1588-1592", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146942"} @inproceedings{bb151014, 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", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "301-305", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146943"} @inproceedings{bb151015, AUTHOR = "Amin, S. and Galasso, F.", TITLE = "Geometric proposals for faster R-CNN", BOOKTITLE = AVSS17, YEAR = "2017", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146944"} @inproceedings{bb151016, 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#TT146945"} @inproceedings{bb151017, 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#TT146946"} @inproceedings{bb151018, AUTHOR = "Sobti, A. and Arora, C. and Balakrishnan, M.", TITLE = "Object Detection in Real-Time Systems: Going Beyond Precision", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "1020-1028", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146947"} @inproceedings{bb151019, AUTHOR = "Srivastava, S. and Sharma, G. and Lall, B.", TITLE = "Large Scale Novel Object Discovery in 3D", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "179-188", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146948"} @inproceedings{bb151020, AUTHOR = "Zagoruyko, S. and Lerer, A. and Lin, T.Y. and Pinheiro, P.O. and Gross, S. and Chintala, S. and Dollar, P.", TITLE = "A MultiPath Network for Object Detection", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146949"} @inproceedings{bb151021, AUTHOR = "Tripathi, S. and Lipton, Z. and Belongie, S. and Nguyen, T.", TITLE = "Context Matters: Refining Object Detection in Video with Recurrent Neural Networks", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146950"} @inproceedings{bb151022, AUTHOR = "Lou, Y. and Fu, G. and Jiang, Z. and Men, A. and Zhou, Y.", TITLE = "Improve object detection via a multi-feature and multi-task CNN model", BOOKTITLE = VCIP17, YEAR = "2017", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146951"} @inproceedings{bb151023, AUTHOR = "Han, G. and Zhang, X. and Li, C.", TITLE = "Single shot object detection with top-down refinement", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "3360-3364", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146952"} @inproceedings{bb151024, AUTHOR = "Li, J. and Qian, J.J. and Yang, J.", TITLE = "Object detection via feature fusion based single network", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "3390-3394", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146953"} @inproceedings{bb151025, AUTHOR = "Guo, Y. and Guo, X. and Jiang, Z. and Zhou, Y.", TITLE = "Cascaded convolutional neural networks for object detection", BOOKTITLE = VCIP17, YEAR = "2017", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146954"} @inproceedings{bb151026, AUTHOR = "Guo, Y. and Guo, X. and Jiang, Z. and Men, A. and Zhou, Y.", TITLE = "Real-time object detection by a multi-feature fully convolutional network", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "670-674", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146955"} @inproceedings{bb151027, AUTHOR = "Li, H. and Yao, H. and Hou, Y. and Sun, X.", TITLE = "Gated additive skip context connection for object detection", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "680-684", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146956"} @inproceedings{bb151028, AUTHOR = "Li, T. and Zhao, X.", TITLE = "Cost efficient subcategory-aware CNN for object detection", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "4202-4206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146957"} @inproceedings{bb151029, AUTHOR = "Rezatofighi, S.H. and Vijay Kumar, B.G. and Milan, A. and Abbasnejad, M.E. and Dick, A. and Reid, I.D.", TITLE = "DeepSetNet: Predicting Sets with Deep Neural Networks", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5257-5266", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146958"} @inproceedings{bb151030, AUTHOR = "Gadde, R. and Jampani, V. and Gehler, P.V.", TITLE = "Semantic Video CNNs Through Representation Warping", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "4463-4472", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146959"} @inproceedings{bb151031, AUTHOR = "Kim, D. and Cho, D. and Yoo, D.", TITLE = "Two-Phase Learning for Weakly Supervised Object Localization", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3554-3563", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146960"} @inproceedings{bb151032, AUTHOR = "Zhou, H. and Li, Z. and Ning, C. and Tang, J.", TITLE = "CAD: Scale Invariant Framework for Real-Time Object Detection", BOOKTITLE = AutoRob17, YEAR = "2017", PAGES = "760-768", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146961"} @inproceedings{bb151033, AUTHOR = "Zhang, R. and Tang, S. and Zhang, Y.D. and Li, J.T. and Yan, S.C.", TITLE = "Scale-Adaptive Convolutions for Scene Parsing", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "2050-2058", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146962"} @inproceedings{bb151034, AUTHOR = "Xu, H. and Dong, M. and Zhong, Z.", TITLE = "Directionally Convolutional Networks for 3D Shape Segmentation", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "2717-2726", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146963"} @inproceedings{bb151035, AUTHOR = "Liu, Y. and Li, H. and Yan, J. and Wei, F. and Wang, X. and Tang, X.", TITLE = "Recurrent Scale Approximation for Object Detection in CNN", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "571-579", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146964"} @inproceedings{bb151036, AUTHOR = "Moniruzzaman, M. and Islam, S.M.S. and Bennamoun, M. and Lavery, P.", TITLE = "Deep Learning on Underwater Marine Object Detection: A Survey", BOOKTITLE = ACIVS17, YEAR = "2017", PAGES = "150-160", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146965"} @inproceedings{bb151037, AUTHOR = "Li, Q.Q. and Jin, S.Y. and Yan, J.J.", TITLE = "Mimicking Very Efficient Network for Object Detection", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "7341-7349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146966"} @inproceedings{bb151038, AUTHOR = "Kong, X.Y. and Xin, B. and Wang, Y.Z. and Hua, G.", TITLE = "Collaborative Deep Reinforcement Learning for Joint Object Search", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "7072-7081", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146967"} @inproceedings{bb151039, AUTHOR = "Jetley, S. and Sapienza, M. and Golodetz, S. and Torr, P.H.S.", TITLE = "Straight to Shapes: Real-Time Detection of Encoded Shapes", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "4207-4216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146968"} @inproceedings{bb151040, AUTHOR = "Zhang, X.L. and Wei, Y.C. and Kang, G.L. and Yang, Y. and Huang, T.S.", TITLE = "Self-produced Guidance for Weakly-Supervised Object Localization", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XII: 610-625", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146969"} @inproceedings{bb151041, AUTHOR = "Jie, Z.Q. and Wei, Y.C. and Jin, X.J. and Feng, J.S. and Liu, W.", TITLE = "Deep Self-Taught Learning for Weakly Supervised Object Localization", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "4294-4302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146970"} @inproceedings{bb151042, AUTHOR = "Wu, B. and Iandola, F. and Jin, P.H. and Keutzer, K.", TITLE = "SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving", BOOKTITLE = ECVW17, YEAR = "2017", PAGES = "446-454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146971"} @inproceedings{bb151043, AUTHOR = "Kudo, Y. and Aoki, Y.", TITLE = "Dilated convolutions for image classification and object localization", BOOKTITLE = MVA17, YEAR = "2017", PAGES = "452-455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146972"} @inproceedings{bb151044, AUTHOR = "Roh, M.C. and Lee, J.Y.", TITLE = "Refining faster-RCNN for accurate object detection", BOOKTITLE = MVA17, YEAR = "2017", PAGES = "514-517", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146973"} @inproceedings{bb151045, AUTHOR = "Brahmbhatt, S. and Christensen, H.I. and Hays, J.H.", TITLE = "StuffNet: Using 'Stuff' to Improve Object Detection", BOOKTITLE = WACV17, YEAR = "2017", PAGES = "934-943", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT146974"} @inproceedings{bb151046, 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#TT146975"} @inproceedings{bb151047, 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#TT146976"} @inproceedings{bb151048, 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#TT146977"} @inproceedings{bb151049, 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#TT146978"} @inproceedings{bb151050, 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#TT146979"} @inproceedings{bb151051, 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#TT146980"} @inproceedings{bb151052, 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#TT146981"} @inproceedings{bb151053, 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#TT146982"} @inproceedings{bb151054, 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#TT146983"} @inproceedings{bb151055, 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#TT146984"} @inproceedings{bb151056, 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#TT146985"} @inproceedings{bb151057, 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#TT146986"} @inproceedings{bb151058, 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#TT146987"} @inproceedings{bb151059, 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#TT146988"} @inproceedings{bb151060, 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#TT146989"} @inproceedings{bb151061, 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#TT146990"} @inproceedings{bb151062, 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#TT146991"} @inproceedings{bb151063, 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#TT146992"} @inproceedings{bb151064, 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#TT146993"} @article{bb151065, 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#TT146994"} @inproceedings{bb151066, 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#TT146995"} @inproceedings{bb151067, 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#TT146996"} @inproceedings{bb151068, 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#TT146997"} @inproceedings{bb151069, 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#TT146998"} @inproceedings{bb151070, 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#TT146999"} @inproceedings{bb151071, 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#TT147000"} @inproceedings{bb151072, 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#TT147001"} @inproceedings{bb151073, 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#TT147002"} @inproceedings{bb151074, 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#TT147003"} @inproceedings{bb151075, 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#TT147004"} @inproceedings{bb151076, 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#TT147005"} @inproceedings{bb151077, 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#TT147006"} @inproceedings{bb151078, 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#TT147007"} @inproceedings{bb151079, 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#TT147008"} @inproceedings{bb151080, 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#TT147009"} @inproceedings{bb151081, 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#TT147010"} @article{bb151082, 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#TT147011"} @article{bb151083, 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#TT147012"} @article{bb151084, 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#TT147013"} @article{bb151085, 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#TT147014"} @inproceedings{bb151086, 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#TT147015"} @article{bb151087, 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#TT147016"} @article{bb151088, 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#TT147017"} @article{bb151089, 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#TT147018"} @article{bb151090, 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#TT147019"} @article{bb151091, 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#TT147020"} @article{bb151092, 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#TT147021"} @article{bb151093, 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#TT147022"} @article{bb151094, 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#TT147023"} @article{bb151095, 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#TT147024"} @inproceedings{bb151096, 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#TT147025"} @inproceedings{bb151097, 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#TT147026"} @article{bb151098, 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#TT147027"} @article{bb151099, 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#TT147028"}