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An overview of contour detection approaches 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 656-672
Authors:  Gong XY(宫新一);  Hu Su;  De Xu;  Zhengtao Zhang;  Fei Shen;  Huabin Yang
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Contour Detection, Contour Salience, Gestalt Principle, Contour Grouping, Active Contour  
Automatic Mitochondria Segmentation for EM Data Using a 3D Supervised Convolutional Network 期刊论文
FRONTIERS IN NEUROANATOMY, 2018, 期号: 12, 页码: 92
Authors:  Xiao, Chi;  Chen, Xi;  Li, Weifu;  Li, Linlin;  Wang, Lu;  Xie, Qiwei;  Han, Hua
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electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Deep Learning Based Speech Separation via NMF-style Reconstructions 期刊论文
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2018, 卷号: 26, 期号: 11, 页码: 2043-2055
Authors:  Shuai Nie;  Shan Liang;  Wenju Liu;  Xueliang Zhang;  Jianhua Tao
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Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
Authors:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
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classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 11, 页码: 2772-2787
Authors:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng
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Image forensics  natural image  computer-generated image  convolutional neural network  robustness  local-to-global strategy  visualization  
Geometry Guided Adversarial Facial Expression Synthesis 会议论文
, Seoul, Korea, 2018.10.22-2018.10.26
Authors:  Lingxiao Song;  Zhihe Lu;  Ran He;  Zhenan Sun;  Tieniu Tan
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Facial Expression Synthesis  Generative Adversarial Networks  Unpaired Image-to-image Transformation  
Image-Specific Classification With Local and Global Discriminations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4479-4486
Authors:  Zhang, Chunjie;  Cheng, Jian;  Li, Changsheng;  Tian, Qi
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Global information  image-specific classification  local information  object categorization  
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification 会议论文
Procedings of European Conference on Computer Vision (ECCV2018), Munich, Germany, 2018-09-08---2018-09-14
Authors:  Du Y(杜杨);  Chunfeng Yuan;  Bing Li;  Lili Zhao;  Yangxi Li;  Weiming Hu
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Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking 会议论文
, Stockholm, Sweden, 2018-7
Authors:  Wang, Qiang;  Zhang, Mengdan;  Xing, Junliang;  Gao, Jin;  Hu, Weiming;  Steve Maybank
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Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking 会议论文
, Salt Lake City, Utah, USA, 2018-7
Authors:  Wang, Qiang;  Teng, Zhu;  Xing, Junliang;  Gao, Jin;  Hu, Weiming;  Stephen Maybank
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