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Industrial Weak Scratches Inspection Based on Multifeature Fusion Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 14
Authors:  Tao, Xian;  Zhang, Dapeng;  Hou, Wei;  Ma, Wenzhi;  Xu, De
Favorite  |  View/Download:5/0  |  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, 页码: 11
Authors:  Hou, Wei;  Tao, Xian;  Xu, De
Favorite  |  View/Download:2/0  |  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:3/0  |  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:26/0  |  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:27/0  |  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:46/8  |  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:22/8  |  Submit date:2020/10/20
Weak scratch inspection, Defect Detection, MultipleFeatureFusion,DeepLearning,MachineVision  
Fault diagnosis of rolling bearing based on resonance-based sparse signal decomposition with optimal Q-factor 期刊论文
MEASUREMENT & CONTROL, 2019, 卷号: 52, 期号: 7-8, 页码: 1111-1121
Authors:  Lu, Yan;  Du, Juan;  Tao, Xian
View  |  Adobe PDF(2339Kb)  |  Favorite  |  View/Download:44/2  |  Submit date:2019/12/16
Fault diagnosis  resonance-based sparse signal decomposition  optimal Q-factor  genetic algorithm  energy operator demodulating  rolling bearing  
Automatic Metallic Surface Defect Detection and Recognition with Convolutional Neural Networks 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 9, 页码: 15
Authors:  Tao Xian;  Zhang Dapeng;  Ma Wenzhi;  Liu Xilong;  Xu De;  Xian Tao
View  |  Adobe PDF(3978Kb)  |  Favorite  |  View/Download:532/295  |  Submit date:2018/10/02
metallic surface  autoencoder  convolutional neural network  defect detection  
Wire Defect Recognition of Spring-Wire Socket Using Multitask Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2018, 卷号: 8, 期号: 4, 页码: 689-698
Authors:  Tao, Xian;  Wang, Zihao;  Zhang, Zhengtao;  Zhang, Dapeng;  Xu, De;  Gong, Xinyi;  Zhang, Lei
View  |  Adobe PDF(4279Kb)  |  Favorite  |  View/Download:215/99  |  Submit date:2018/10/02
Convolutional Neural Network (Cnn)  Defect Recognition  Machine Vision  Multitask Learning  Spring-wire Sockets