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基于深度卷积网络的有监督图像特征提取和分类研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  Zhang Jinpeng
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特征提取,图像分类,目标检测,卷积神经网络  
A Learning-Based Framework for Error Compensation in 3-D Printing 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 11, 页码: 4042-4050
Authors:  Shen Z(沈震);  Shang XQ(商秀芹);  Zhao MH(赵美华);  Xiong G(熊刚);  Wang FY(王飞跃)
View  |  Adobe PDF(3664Kb)  |  Favorite  |  View/Download:27/4  |  Submit date:2019/09/25
3d Printing  Additive Manufacturing  Cyber Physical System (Cps)  Deep Learning  Error Compensation  
Face Detection With Different Scales Based on Faster R-CNN 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 11, 页码: 4017-4028
Authors:  Wu, Wenqi;  Yin, Yingjie;  Wang, Xingang;  Xu, De
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Deep convolutional neural network (DCNN)  deep learning  face detection  Faster R-CNN  
Output Tracking Control Based on Adaptive Dynamic Programming With Multistep Policy Evaluation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 卷号: 49, 期号: 10, 页码: 2155-2165
Authors:  Luo, Biao;  Liu, Derong;  Huang, Tingwen;  Liu, Jiangjiang
Favorite  |  View/Download:4/0  |  Submit date:2019/12/16
Adaptive dynamic programming (ADP)  Bellman equation  heuristic dynamic programming  neural networks (NNs)  output tracking control  
PredNet and CompNet: Prediction and High-Precision Compensation of In-Plane Shape Deformation for Additive Manufacturing 会议论文
, Vancouver, BC, Canada, August 22-26, 2019
Authors:  Shen, Zhen;  Shang, Xiuqin;  Li, Yuqing;  Bao, Yin;  Zhang, Xipeng;  Dong, Xisong;  Wan, Li;  Xiong, Gang;  Wang, Fei-Yue
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PredNet and CompNet: Prediction and High-Precision Compensation of In-Plane Shape Deformation for Additive Manufacturin 会议论文
, Vancouver, Canada, 2019
Authors:  Zhen Shen;  Shang XQ(商秀芹);  Gang Xiong
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Data-Based Reinforcement Learning for Nonzero-Sum Games With Unknown Drift Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 8, 页码: 2874-2885
Authors:  Zhang, Qichao;  Zhao, Dongbin
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Integral reinforcement learning (IRL)  neural network (NN)  nonzero-sum (NZS) games  off-policy  single-critic  unknown drift dynamics  
A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories 期刊论文
IEEE/CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 4, 页码: 961-968
Authors:  Shang XQ(商秀芹);  Shen DY(沈大勇);  Wang FY(王飞跃);  Timo R. Nyberg
View  |  Adobe PDF(815Kb)  |  Favorite  |  View/Download:26/6  |  Submit date:2019/09/25
Construction And Improvement  Cutting And Packing  Fabric Spreading And Cutting  Heuristic Algorithm  
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
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Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
Recurrent Prediction with Spatio-temporal Attention for Crowd Attribute Recognition 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2019, 期号: Early Access, 页码: 1 - 1
Authors:  Li QZ(李乔哲);  Zhao X(赵鑫);  He R(赫然);  Huang KQ(黄凯奇)
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Crowd video understanding , Attribute recognition , Attention mechanism , Multi-label classification