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基于图卷积网络的人体骨架行为识别若干问题研究 学位论文
工学博士, 智能化大厦16层1610: 中国科学院大学人工智能学院, 2021
Authors:  宋一帆
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行为识别  骨架序列  图卷积网络  注意力机制  神经结构搜索  
Richly Activated Graph Convolutional Network for Robust Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 5, 页码: 1915-1925
Authors:  Song, Yi-Fan;  Zhang, Zhang;  Shan, Caifeng;  Wang, Liang
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Skeleton  Robustness  Noise measurement  Three-dimensional displays  Degradation  Standards  Feature extraction  Action recognition  skeleton  activation map  graph convolutional network  occlusion  jittering  
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning 会议论文
, Hong Kong, 24-27 Jan. 2021
Authors:  Fan, Cunhang;  Liu, Bin;  Tao, Jianhua;  Yi, Jiangyan;  Wen, Zhengqi;  Song, Leichao
Adobe PDF(934Kb)  |  Favorite  |  View/Download:23/0  |  Submit date:2021/06/01
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition 会议论文
, Seattle, WA, USA, 2020.10.12 -- 2020.10.16
Authors:  Song, Yi-Fan;  Zhang, Zhang;  Shan, Caifeng;  Wang, Liang
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Action Recognition  Skeleton  ResGCN  Bottleneck  Part Attention  
Robust one-stage object detection with location-aware classifiers 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 105, 页码: 11
Authors:  Chen, Qiang;  Wang, Peisong;  Cheng, Anda;  Wang, Wanguo;  Zhang, Yifan;  Cheng, Jian
Adobe PDF(3831Kb)  |  Favorite  |  View/Download:83/1  |  Submit date:2020/08/03
Object detetion  Classification  Localization  Feature visualization  Receptive field  
Self-Supervised Feature Augmentation for Large Image Object Detection 期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 期号: 0, 页码: 6745-6758
Authors:  Pan, Xingjia;  Tang, Fan;  Dong, Weiming;  Gu, Yang;  Song, Zhichao;  Meng, Yiping;  Xu, Pengfei;  Oliver, Deussen;  Xu, Changsheng
View  |  Adobe PDF(5411Kb)  |  Favorite  |  View/Download:65/9  |  Submit date:2020/12/21
object detection  large image  self-supervise  feature augmentation  
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
Authors:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  Favorite  |  View/Download:92/9  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Richly Activated Graph Convolutional Network for Action Recognition with Incomplete Skeletons 会议论文
, Taipei, Taiwan, China, 2019.09.22 -- 2019.09.25
Authors:  Song, Yi-Fan;  Zhang, Zhang;  Wang, Liang
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Action Recognition  Skeleton Data  Graph Convolutional Network  Activation Maps  Occlusion  
Training Binary Weight Networks via Semi-Binary Decomposition 会议论文
, 德国慕尼黑, 2018-9
Authors:  Hu, Qinghao;  Li, Gang;  Wang, Peisong;  Zhang, Yifan;  Cheng, Jian
View  |  Adobe PDF(575Kb)  |  Favorite  |  View/Download:115/28  |  Submit date:2019/05/10
Two-Step Quantization for Low-bit Neural Networks 会议论文
, Salt Lake City, 2018.06.18-2018.06.22
Authors:  Wang, Peisong;  Hu, Qinghao;  Zhang, Yifan;  Zhang, Chunjie;  Liu, Yang;  Cheng, Jian
View  |  Adobe PDF(105Kb)  |  Favorite  |  View/Download:594/218  |  Submit date:2018/05/05
Convolutional Neural Networks  Network Quantization  Ternary Quantization