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基于深度学习的表面缺陷检测方法综述 期刊论文
自动化学报, 2021, 卷号: 47, 期号: 5, 页码: 1017-1034
Authors:  陶显;  侯伟;  徐德
Adobe PDF(9009Kb)  |  Favorite  |  View/Download:34/7  |  Submit date:2021/06/21
深度学习  表面缺陷检测  机器视觉  卷积神经网络  
A Self-Supervised CNN for Particle Inspection on Optical Element 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2021, 卷号: 70, 期号: 1, 页码: 1-12
Authors:  Hou W(侯伟);  Tao X(陶显);  Xu D(徐德)
Adobe PDF(2721Kb)  |  Favorite  |  View/Download:35/3  |  Submit date:2021/06/21
Inspection  Feature reuse  optical element  particle inspection  self-supervised learning  transfer learning  
High-precision robotic assembly system using three-dimensional vision 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 卷号: 18, 期号: 3, 页码: 12
Authors:  Yan, Shaohua;  Tao, Xian;  Xu, De
Favorite  |  View/Download:5/0  |  Submit date:2021/11/03
3D vision  feature extraction  pose estimation  hybrid visual servoing  robotic assembly system  
Industrial Weak Scratches Inspection Based on Multifeature Fusion Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 期号: 1, 页码: 14
Authors:  Tao, Xian;  Zhang, Dapeng;  Hou, Wei;  Ma, Wenzhi;  Xu, De
Adobe PDF(11203Kb)  |  Favorite  |  View/Download:30/0  |  Submit date:2021/03/08
Deep learning  defect detection  machine vision  multiple feature fusion  weak scratch inspection  
Combining Prior Knowledge With CNN for Weak Scratch Inspection of Optical Components 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 期号: 1, 页码: 11
Authors:  Hou, Wei;  Tao, Xian;  Xu, De
Adobe PDF(6798Kb)  |  Favorite  |  View/Download:41/1  |  Submit date:2021/03/08
Convolutional neural network (CNN)  direction-sensitive convolution (DSC)  local maximum index (LMI)  optical component  weak scratch inspection  
SACNN: Spatial Adversarial Convolutional Neural Network for Textile Defect Detection 期刊论文
FIBRES & TEXTILES IN EASTERN EUROPE, 2020, 卷号: 28, 期号: 6, 页码: 127-133
Authors:  Hou, Wei;  Tao, Xian;  Ma, Wenzhi;  Xu, De
Favorite  |  View/Download:17/0  |  Submit date:2021/03/02
textile defect detection  feature extraction  feature competition  CNN  
A robust real-time facial alignment system with facial landmarks detection and rectification for multimedia applications 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 页码: 23
Authors:  Chou, Kuang Pen;  Prasad, Mukesh;  Yang, Jie;  Su, Sheng-Yao;  Tao, Xian;  Saxena, Amit;  Lin, Wen-Chieh;  Lin, Chin-Teng
Favorite  |  View/Download:57/0  |  Submit date:2020/08/03
Face alignment  Facial feature localization  Head pose estimation  Face recognition  
Periodic impulse signal separation based on resonance-based sparse signal decomposition and its application to the fault detection of rolling bearing 期刊论文
MEASUREMENT & CONTROL, 2020, 卷号: 53, 期号: 3-4, 页码: 601-612
Authors:  Juan, Du;  Yan, Lu;  Xian, Tao;  Yu, Zheng;  Chu, Chen Guo
Favorite  |  View/Download:51/0  |  Submit date:2020/07/06
Resonance-based sparse signal decomposition  Q-factor  empirical mode decomposition  energy operator demodulating  fault detection  
A fast fused part-based model with new deep feature for pedestrian detection and security monitoring 期刊论文
MEASUREMENT, 2020, 卷号: 151, 期号: 1, 页码: 12
Authors:  Cheng, Eric Juwei;  Prasad, Mukesh;  Yang, Jie;  Khanna, Pritee;  Chen, Bing-Hong;  Tao, Xian;  Young, Ku-Young;  Lin, Chin-Teng
View  |  Adobe PDF(3849Kb)  |  Favorite  |  View/Download:70/10  |  Submit date:2020/03/30
Pedestrian detection  Haar-like feature  Deep fused feature  Deformable partmodel  Security monitoring  
Industrial WeakScratches Inspection Based on Multi-Feature Fusion Network 期刊论文
IEEE Transaction on Instrumentation and Measurement, 2020, 期号: 1, 页码: 1-14
Authors:  Tao Xian;  Zhang DP(张大朋)
View  |  Adobe PDF(5789Kb)  |  Favorite  |  View/Download:33/10  |  Submit date:2020/10/20
Weak scratch inspection, Defect Detection, MultipleFeatureFusion,DeepLearning,MachineVision