@inproceedings{bb107100,
        AUTHOR = "Huang, J.J. and Qiu, Q. and Calderbank, R. and Sapiro, G.",
        TITLE = "Geometry-Aware Deep Transform",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4139-4147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103516"}

@inproceedings{bb107101,
        AUTHOR = "Goroshin, R. and Bruna, J. and Tompson, J. and Eigen, D. and Le Cun, Y.L.",
        TITLE = "Unsupervised Learning of Spatiotemporally Coherent Metrics",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4086-4093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103517"}

@inproceedings{bb107102,
        AUTHOR = "Aubry, M. and Russell, B.C.",
        TITLE = "Understanding Deep Features with Computer-Generated Imagery",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2875-2883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103518"}

@inproceedings{bb107103,
        AUTHOR = "Wang, X.L. and Gupta, A.",
        TITLE = "Unsupervised Learning of Visual Representations Using Videos",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2794-2802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103519"}

@inproceedings{bb107104,
        AUTHOR = "Cheng, Y. and Yu, F.X. and Feris, R.S. and Kumar, S. and Choudhary, A. and Chang, S.F.",
        TITLE = "An Exploration of Parameter Redundancy in Deep Networks with
Circulant Projections",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2857-2865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103520"}

@inproceedings{bb107105,
        AUTHOR = "Feng, J. and Darrell, T.J.",
        TITLE = "Learning the Structure of Deep Convolutional Networks",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2749-2757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103521"}

@inproceedings{bb107106,
        AUTHOR = "Wu, R. and Wang, B. and Wang, W. and Yu, Y.",
        TITLE = "Harvesting Discriminative Meta Objects with Deep CNN Features for
Scene Classification",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1287-1295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103522"}

@inproceedings{bb107107,
        AUTHOR = "Yan, Z. and Zhang, H. and Piramuthu, R. and Jagadeesh, V. and de Coste, D. and Di, W. and Yu, Y.",
        TITLE = "HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large
Scale Visual Recognition",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2740-2748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103523"}

@inproceedings{bb107108,
        AUTHOR = "Simo Serra, E. and Trulls, E. and Ferraz, L. and Kokkinos, I. and Fua, P. and Moreno Noguer, F.",
        TITLE = "Discriminative Learning of Deep Convolutional Feature Point
Descriptors",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "118-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103524"}

@inproceedings{bb107109,
        AUTHOR = "Sigurdsson, G.A. and Chen, X.L. and Gupta, A.",
        TITLE = "Learning Visual Storylines with Skipping Recurrent Neural Networks",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 71-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103525"}

@inproceedings{bb107110,
        AUTHOR = "Chen, X.L. and Gupta, A.",
        TITLE = "Webly Supervised Learning of Convolutional Networks",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1431-1439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103526"}

@inproceedings{bb107111,
        AUTHOR = "Monti, F. and Boscaini, D. and Masci, J. and Rodola, E. and Svoboda, J. and Bronstein, M.M.",
        TITLE = "Geometric Deep Learning on Graphs and Manifolds Using Mixture Model
CNNs",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5425-5434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103527"}

@inproceedings{bb107112,
        AUTHOR = "Masci, J. and Boscaini, D. and Bronstein, M.M. and Vandergheynst, P.",
        TITLE = "Geodesic Convolutional Neural Networks on Riemannian Manifolds",
        BOOKTITLE = "3DRR15",
        YEAR = "2015",
        PAGES = "832-840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103528"}

@inproceedings{bb107113,
        AUTHOR = "Gordo, A. and Gaidon, A. and Perronnin, F.",
        TITLE = "Deep Fishing: Gradient Features from Deep Nets",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103529"}

@inproceedings{bb107114,
        AUTHOR = "Zha, S.X. and Luisier, F. and Andrews, W. and Srivastava, N. and Salakhutdinov, R.",
        TITLE = "Exploiting Image-trained CNN Architectures for Unconstrained Video
Classification",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103530"}

@inproceedings{bb107115,
        AUTHOR = "Raj, A. and Namboodiri, V.P. and Tuytelaars, T.",
        TITLE = "Subspace Alignment Based Domain Adaptation for RCNN Detector",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103531"}

@inproceedings{bb107116,
        AUTHOR = "Graham, B.",
        TITLE = "Sparse 3D convolutional neural networks",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103532"}

@inproceedings{bb107117,
        AUTHOR = "Thewlis, J. and Zheng, S. and Torr, P.H.S. and Vedaldi, A.",
        TITLE = "Fully-trainable deep matching",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103533"}

@inproceedings{bb107118,
        AUTHOR = "Bilen, H. and Vedaldi, A.",
        TITLE = "Weakly Supervised Deep Detection Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2846-2854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103534"}

@inproceedings{bb107119,
        AUTHOR = "Lenc, K. and Vedaldi, A.",
        TITLE = "R-CNN minus R",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
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@inproceedings{bb107120,
        AUTHOR = "Yang, M. and Li, B. and Fan, H.Q. and Jiang, Y.N.",
        TITLE = "Randomized spatial pooling in deep convolutional networks for scene
recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "402-406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103536"}

@inproceedings{bb107121,
        AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
        TITLE = "Deep Context Modeling for Semantic Segmentation",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "56-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103537"}

@inproceedings{bb107122,
        AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
        TITLE = "Deeper and wider fully convolutional network coupled with conditional
random fields for scene labeling",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1344-1348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103538"}

@inproceedings{bb107123,
        AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
        TITLE = "Improving deep convolutional neural networks with unsupervised
feature learning",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2270-2274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103539"}

@inproceedings{bb107124,
        AUTHOR = "Kang, S.H. and Lee, D.H. and Yoo, C.D.",
        TITLE = "Face attribute classification using attribute-aware correlation map
and gated convolutional neural networks",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4922-4926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103540"}

@inproceedings{bb107125,
        AUTHOR = "Peng, K.C. and Chen, T.H.",
        TITLE = "Toward correlating and solving abstract tasks using convolutional
neural networks",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103541"}

@inproceedings{bb107126,
        AUTHOR = "Peng, K.C. and Chen, T.H.",
        TITLE = "Cross-layer features in convolutional neural networks for generic
classification tasks",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3057-3061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103542"}

@inproceedings{bb107127,
        AUTHOR = "Alam, M.M. and Patil, P. and Hagan, M.T. and Chandler, D.M.",
        TITLE = "A computational model for predicting local distortion visibility via
convolutional neural network trained on natural scenes",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3967-3971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103543"}

@inproceedings{bb107128,
        AUTHOR = "Talathi, S.S.",
        TITLE = "Hyper-parameter optimization of deep convolutional networks for
object recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3982-3986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103544"}

@inproceedings{bb107129,
        AUTHOR = "Yamashita, T. and Tanaka, M. and Yamauchi, Y. and Fujiyoshi, H.",
        TITLE = "SWAP-NODE:
A regularization approach for deep convolutional neural networks",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2475-2479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103545"}

@inproceedings{bb107130,
        AUTHOR = "Afzal, M.Z. and Capobianco, S. and Malik, M.I. and Marinai, S. and Breuel, T.M. and Dengel, A. and Liwicki, M.",
        TITLE = "Deepdocclassifier:
Document classification with deep Convolutional Neural Network",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "1111-1115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103546"}

@inproceedings{bb107131,
        AUTHOR = "Hosang, J. and Benenson, R. and Schiele, B.",
        TITLE = "Learning Non-maximum Suppression",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6469-6477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103547"}

@inproceedings{bb107132,
        AUTHOR = "Hosang, J. and Benenson, R. and Schiele, B.",
        TITLE = "A Convnet for Non-maximum Suppression",
        BOOKTITLE = GCPR16,
        YEAR = "2016",
        PAGES = "192-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103548"}

@inproceedings{bb107133,
        AUTHOR = "Christodoulidis, S. and Anthimopoulos, M. and Mougiakakou, S.",
        TITLE = "Food Recognition for Dietary Assessment Using Deep Convolutional Neural
Networks",
        BOOKTITLE = MADiMa15,
        YEAR = "2015",
        PAGES = "458-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103549"}

@inproceedings{bb107134,
        AUTHOR = "Rosa, G. and Papa, J. and Marana, A. and Scheirer, W. and Cox, D.",
        TITLE = "Fine-Tuning Convolutional Neural Networks Using Harmony Search",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "683-690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103550"}

@inproceedings{bb107135,
        AUTHOR = "Bhalla, V. and Chaudhury, S. and Jain, A.",
        TITLE = "A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "215-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103551"}

@inproceedings{bb107136,
        AUTHOR = "Li, Y. and Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
        TITLE = "Mid-level deep pattern mining",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "971-980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103552"}

@inproceedings{bb107137,
        AUTHOR = "Escorcia, V. and Niebles, J.C. and Ghanem, B.",
        TITLE = "On the relationship between visual attributes and convolutional
networks",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "1256-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103553"}

@inproceedings{bb107138,
        AUTHOR = "He, K.M. and Sun, J.",
        TITLE = "Convolutional neural networks at constrained time cost",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "5353-5360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103554"}

@inproceedings{bb107139,
        AUTHOR = "Marvasti, E.E. and Marvasti, A.E. and Foroosh, H.",
        TITLE = "Exploiting Symmetries of Distributions in CNNs and Folded Coding",
        BOOKTITLE = CRV18,
        YEAR = "2018",
        PAGES = "47-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103555"}

@inproceedings{bb107140,
        AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
        TITLE = "Look-Up Table Unit Activation Function for Deep Convolutional Neural
Networks",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1225-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103556"}

@inproceedings{bb107141,
        AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
        TITLE = "Factorized Convolutional Neural Networks",
        BOOKTITLE = Matrix-Tensor17,
        YEAR = "2017",
        PAGES = "545-553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103557"}

@inproceedings{bb107142,
        AUTHOR = "Liu, B.Y. and Wang, M. and Foroosh, H. and Tappen, M. and Penksy, M.",
        TITLE = "Sparse Convolutional Neural Networks",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "806-814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103558"}

@inproceedings{bb107143,
        AUTHOR = "Liang, M. and Hu, X.L.",
        TITLE = "Recurrent convolutional neural network for object recognition",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3367-3375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103559"}

@inproceedings{bb107144,
        AUTHOR = "Yoo, D.G. and Park, S.G. and Lee, J.Y. and Kweon, I.S.",
        TITLE = "Multi-scale pyramid pooling for deep convolutional representation",
        BOOKTITLE = DeepLearn15,
        YEAR = "2015",
        PAGES = "71-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103560"}

@inproceedings{bb107145,
        AUTHOR = "Paisitkriangkrai, S. and Sherrah, J. and Janney, P. and van den Hengel, A.J.",
        TITLE = "Effective semantic pixel labelling with convolutional networks and
Conditional Random Fields",
        BOOKTITLE = EarthObserv15,
        YEAR = "2015",
        PAGES = "36-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103561"}

@inproceedings{bb107146,
        AUTHOR = "Workman, S. and Jacobs, N.",
        TITLE = "On the location dependence of convolutional neural network features",
        BOOKTITLE = EarthObserv15,
        YEAR = "2015",
        PAGES = "70-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103562"}

@inproceedings{bb107147,
        AUTHOR = "Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
        TITLE = "The treasure beneath convolutional layers:
Cross-convolutional-layer pooling for image classification",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4749-4757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103563"}

@inproceedings{bb107148,
        AUTHOR = "Jie, Z. and Yan, S.C.",
        TITLE = "Robust Scene Classification with Cross-Level LLC Coding on CNN Features",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "II: 376-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103564"}

@inproceedings{bb107149,
        AUTHOR = "Simon, M. and Rodner, E.",
        TITLE = "Neural Activation Constellations: Unsupervised Part Model Discovery
with Convolutional Networks",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1143-1151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103565"}

@inproceedings{bb107150,
        AUTHOR = "Rodner, E. and Simon, M. and Fisher, R. and Denzler, J.",
        TITLE = "Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of
Convolutional Neural Networks Approaches",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103566"}

@inproceedings{bb107151,
        AUTHOR = "Denzler, J. and Rodner, E. and Simon, M.",
        TITLE = "Convolutional Neural Networks as a Computational Model for the
Underlying Processes of Aesthetics Perception",
        BOOKTITLE = CVAA16,
        YEAR = "2016",
        PAGES = "I: 871-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103567"}

@inproceedings{bb107152,
        AUTHOR = "Amthor, M. and Rodner, E. and Denzler, J.",
        TITLE = "Impatient DNNs: Deep Neural Networks with Dynamic Time Budgets",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
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@inproceedings{bb107153,
        AUTHOR = "Simon, M. and Rodner, E. and Denzler, J.",
        TITLE = "Part Detector Discovery in Deep Convolutional Neural Networks",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "II: 162-177",
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@inproceedings{bb107154,
        AUTHOR = "Ng, J.Y.H. and Hausknecht, M. and Vijayanarasimhan, S. and Vinyals, O. and Monga, R. and Toderici, G.",
        TITLE = "Beyond short snippets: Deep networks for video classification",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4694-4702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103570"}

@inproceedings{bb107155,
        AUTHOR = "Ozeki, M. and Okatani, T.",
        TITLE = "Understanding Convolutional Neural Networks in Terms of Category-Level
Attributes",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "II: 362-375",
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@inproceedings{bb107156,
        AUTHOR = "Maire, F. and Mejias, L. and Hodgson, A.",
        TITLE = "A Convolutional Neural Network for Automatic Analysis of Aerial
Imagery",
        BOOKTITLE = DICTA14,
        YEAR = "2014",
        PAGES = "1-8",
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@inproceedings{bb107157,
        AUTHOR = "Chen, G.B. and Han, T.X. and He, Z. and Kays, R. and Forrester, T.",
        TITLE = "Deep convolutional neural network based species recognition for wild
animal monitoring",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "858-862",
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@inproceedings{bb107158,
        AUTHOR = "Hafemann, L.G. and Oliveira, L.S. and Cavalin, P.",
        TITLE = "Forest Species Recognition Using Deep Convolutional Neural Networks",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1103-1107",
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@inproceedings{bb107159,
        AUTHOR = "Frazao, X. and Alexandre, L.A.",
        TITLE = "Weighted Convolutional Neural Network Ensemble",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "674-681",
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@inproceedings{bb107160,
        AUTHOR = "Frazao, X. and Alexandre, L.A.",
        TITLE = "DropAll: Generalization of Two Convolutional Neural Network
Regularization Methods",
        BOOKTITLE = ICIAR14,
        YEAR = "2014",
        PAGES = "I: 282-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103576"}

@inproceedings{bb107161,
        AUTHOR = "Gatta, C. and Romero, A. and van de Veijer, J.",
        TITLE = "Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep
Networks",
        BOOKTITLE = DeepLearn14,
        YEAR = "2014",
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@inproceedings{bb107162,
        AUTHOR = "Gong, Y.C. and Wang, L.W. and Guo, R.Q. and Lazebnik, S.",
        TITLE = "Multi-scale Orderless Pooling of Deep Convolutional Activation Features",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "VII: 392-407",
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@inproceedings{bb107163,
        AUTHOR = "Rocco, I. and Arandjelovic, R. and Sivic, J.",
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        YEAR = "2017",
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@inproceedings{bb107164,
        AUTHOR = "Oquab, M. and Bottou, L. and Laptev, I. and Sivic, J.",
        TITLE = "Is object localization for free? - Weakly-supervised learning with
convolutional neural networks",
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        YEAR = "2015",
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@inproceedings{bb107165,
        AUTHOR = "Oquab, M. and Bottou, L. and Laptev, I. and Sivic, J.",
        TITLE = "Learning and Transferring Mid-level Image Representations Using
Convolutional Neural Networks",
        BOOKTITLE = CVPR14,
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@inproceedings{bb107166,
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        TITLE = "Shallow Classification or Deep Learning: An Experimental Study",
        BOOKTITLE = ICPR14,
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@inproceedings{bb107167,
        AUTHOR = "Kekec, T. and Emonet, R. and Fromont, E. and Tremeau, A. and Wolf, C.",
        TITLE = "Contextually Constrained Deep Networks for Scene Labeling",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT103583"}

@inproceedings{bb107168,
        AUTHOR = "Zhong, S.H. and Liu, Y. and Chung, F.L. and Wu, G.S.",
        TITLE = "Semiconducting bilinear deep learning for incomplete image recognition",
        BOOKTITLE = ICMR12,
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@inproceedings{bb107169,
        AUTHOR = "Ciregan, D. and Meier, U. and Schmidhuber, J.",
        TITLE = "Multi-column deep neural networks for image classification",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
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@inproceedings{bb107170,
        AUTHOR = "Simard, P.Y. and Steinkraus, D. and Platt, J.C.",
        TITLE = "Best practices for convolutional neural networks applied to visual
document analysis",
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        YEAR = "2003",
        PAGES = "958-963",
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@article{bb107171,
        AUTHOR = "Kim, I.J. and Choi, C. and Lee, S.H.",
        TITLE = "Improving discrimination ability of convolutional neural networks by
hybrid learning",
        JOURNAL = IJDAR,
        VOLUME = "19",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103587"}

@article{bb107172,
        AUTHOR = "Xu, G. and Wu, H.Z. and Shi, Y.Q.",
        TITLE = "Structural Design of Convolutional Neural Networks for Steganalysis",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "708-712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103588"}

@article{bb107173,
        AUTHOR = "Nogueira, K. and Penatti, O.A.B. and dos Santos, J.A.",
        TITLE = "Towards better exploiting convolutional neural networks for remote
sensing scene classification",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "539-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103589"}

@inproceedings{bb107174,
        AUTHOR = "Penatti, O.A.B. and Nogueira, K. and dos Santos, J.A.",
        TITLE = "Do deep features generalize from everyday objects to remote sensing
and aerial scenes domains?",
        BOOKTITLE = EarthObserv15,
        YEAR = "2015",
        PAGES = "44-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103590"}

@article{bb107175,
        AUTHOR = "Kuo, C.C.J.",
        TITLE = "Understanding convolutional neural networks with a mathematical model",
        JOURNAL = JVCIR,
        VOLUME = "41",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "406-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103591"}

@article{bb107176,
        AUTHOR = "Chellappa, R.",
        TITLE = "The changing fortunes of pattern recognition and computer vision",
        JOURNAL = IVC,
        VOLUME = "55, Part 1",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "3-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103592"}

@article{bb107177,
        AUTHOR = "Xu, C. and Lu, C. and Liang, X. and Gao, J. and Zheng, W. and Wang, T. and Yan, S.",
        TITLE = "Multi-loss Regularized Deep Neural Network",
        JOURNAL = CirSysVideo,
        VOLUME = "26",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2273-2283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103593"}

@article{bb107178,
        AUTHOR = "Fan, J.P. and Zhao, T.Y. and Kuang, Z.Z. and Zheng, Y. and Zhang, J. and Yu, J. and Peng, J.Y.",
        TITLE = "HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual
Recognition",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1923-1938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103594"}

@article{bb107179,
        AUTHOR = "Kuang, Z.Z. and Yu, J. and Li, Z.M. and Zhang, B.P. and Fan, J.P.",
        TITLE = "Integrating multi-level deep learning and concept ontology for
large-scale visual recognition",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "198 - 214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103595"}

@article{bb107180,
        AUTHOR = "Du, B. and Xiong, W. and Wu, J. and Zhang, L.F. and Zhang, L.P. and Tao, D.C.",
        TITLE = "Stacked Convolutional Denoising Auto-Encoders for Feature
Representation",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1017-1027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103596"}

@article{bb107181,
        AUTHOR = "Geng, J. and Wang, H. and Fan, J. and Ma, X.",
        TITLE = "Deep Supervised and Contractive Neural Network for SAR Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2442-2459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103597"}

@article{bb107182,
        AUTHOR = "Geng, J. and Wang, H. and Fan, J. and Ma, X.",
        TITLE = "SAR Image Classification via Deep Recurrent Encoding Neural Networks",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2255-2269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103598"}

@article{bb107183,
        AUTHOR = "Zhang, Z. and Wang, H. and Xu, F. and Jin, Y.Q.",
        TITLE = "Complex-Valued Convolutional Neural Network and Its Application in
Polarimetric SAR Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7177-7188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103599"}

@article{bb107184,
        AUTHOR = "Malik, J.",
        TITLE = "Technical Perspective: What Led Computer Vision to Deep Learning?",
        JOURNAL = CACM,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "82-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103600"}

@article{bb107185,
        AUTHOR = "Krizhevsky, A. and Sutskever, I. and Hinton, G.E.",
        TITLE = "ImageNet Classification with Deep Convolutional Neural Networks",
        JOURNAL = CACM,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "84-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103601"}

@article{bb107186,
        AUTHOR = "Pan, X.Q. and Chen, Y. and Kuo, C.C.J.",
        TITLE = "Design, analysis and application of a volumetric convolutional neural
network",
        JOURNAL = JVCIR,
        VOLUME = "46",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "128-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103602"}

@article{bb107187,
        AUTHOR = "Mishkin, D. and Sergievskiy, N. and Matas, J.",
        TITLE = "Systematic evaluation of convolution neural network advances on the
Imagenet",
        JOURNAL = CVIU,
        VOLUME = "161",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "11-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103603"}

@article{bb107188,
        AUTHOR = "Chen, Z.L. and Wang, J. and Li, W.J. and Li, N. and Wu, H.M. and Wang, D.W.",
        TITLE = "Convolutional neural network with nonlinear competitive units",
        JOURNAL = SP:IC,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "193-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103604"}

@article{bb107189,
        AUTHOR = "Cui, Z. and Niu, Z. and Liu, L. and Yan, S.",
        TITLE = "Layerwise Class-Aware Convolutional Neural Network",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2601-2612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103605"}

@article{bb107190,
        AUTHOR = "Mhalla, A. and Chateau, T. and Maamatou, H. and Gazzah, S. and Ben Amara, N.E.",
        TITLE = "SMC faster R-CNN: Toward a scene-specialized multi-object detector",
        JOURNAL = CVIU,
        VOLUME = "164",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "3-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103606"}

@inproceedings{bb107191,
        AUTHOR = "Mhalla, A. and Maamatou, H. and Chateau, T. and Gazzah, S. and Ben Amara, N.E.",
        TITLE = "Faster R-CNN Scene Specialization with a Sequential Monte-Carlo
Framework",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103607"}

@article{bb107192,
        AUTHOR = "Cheng, Y. and Wang, D. and Zhou, P. and Zhang, T.",
        TITLE = "Model Compression and Acceleration for Deep Neural Networks:
The Principles, Progress, and Challenges",
        JOURNAL = SPMag,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "126-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103608"}

@article{bb107193,
        AUTHOR = "Liang, P. and Shi, W.Z. and Zhang, X.K.",
        TITLE = "Remote Sensing Image Classification Based on Stacked Denoising
Autoencoder",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103609"}

@article{bb107194,
        AUTHOR = "Lee, C.Y. and Gallagher, P. and Tu, Z.W.",
        TITLE = "Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "863-875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103610"}

@article{bb107195,
        AUTHOR = "Li, X. and Jie, Z. and Feng, J. and Liu, C.S. and Yan, S.C.",
        TITLE = "Learning with rethinking: Recurrently improving convolutional neural
networks through feedback",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "183-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103611"}

@article{bb107196,
        AUTHOR = "Akilan, T. and Wu, Q.M.J. and Zhang, H.",
        TITLE = "Effect of fusing features from multiple DCNN architectures in image
classification",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1102-1110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103612"}

@article{bb107197,
        AUTHOR = "Ye, J. and Han, Y. and Cha, E.",
        TITLE = "Deep Convolutional Framelets:
A General Deep Learning Framework for Inverse Problems",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "2",
        PAGES = "991-1048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103613"}

@article{bb107198,
        AUTHOR = "Fu, R.G. and Li, B. and Gao, Y. and Wang, P.",
        TITLE = "CNN with coarse-to-fine layer for hierarchical classification",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "892-899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103614"}

@article{bb107199,
        AUTHOR = "Liu, C.L. and Ding, W.R. and Wang, X.D. and Zhang, B.C.",
        TITLE = "Hybrid Gabor Convolutional Networks",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "164-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103615"}

Last update:Oct 1, 2019 at 15:23:24