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基于深度学习的光学元件表面缺陷检测方法研究 学位论文
工学博士, 人工智能学院: 中国科学院大学, 2021
Authors:  侯伟
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光学元件  表面缺陷检测  深度学习  先验知识  自监督学习  
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
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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
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Convolutional neural network (CNN)  direction-sensitive convolution (DSC)  local maximum index (LMI)  optical component  weak scratch inspection  
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  
基于DLP投影的焊接机器人焊缝识别和轨迹检测的技术研究 学位论文
, 中国科学院大学: 中国科学院大学, 2019
Authors:  杨磊
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焊接机器人  视觉测量  结构光视觉  焊缝识别  点云分割  轨迹检测  路径规划  位姿模型  
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
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metallic surface  autoencoder  convolutional neural network  defect detection  
Automatic extraction and identification of narrow butt joint based on ANFIS before GMAW 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 卷号: 100, 期号: 1-4, 页码: 609-622
Authors:  Lei,yang;  En,li;  Junfeng,fan;  Teng,long;  Zize,liang
View  |  Adobe PDF(2666Kb)  |  Favorite  |  View/Download:110/25  |  Submit date:2019/04/24
Narrow Butt Joint, Weak Contrast, Extraction, Identification, Anfis  
Weak scratch detection and defect classification methods for a large-aperture optical element 期刊论文
OPTICS COMMUNICATIONS, 2017, 卷号: 387, 期号: 0, 页码: 390-400
Authors:  Tao, Xian;  Xu, De;  Zhang, Zheng-Tao;  Zhang, Feng;  Liu, Xi-Long;  Zhang, Da-Peng
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Optical Inspection  Weak Scratches  Surface Defects Classification  Large-aperture Optical Element  
The Development and Prospect of Surface Defect Detection Based on Vision Measurement Method 会议论文
, 中国桂林, 2016.05.12-2016.05.15
Authors:  Yuan LX(袁伦喜);  Zhang ZT(张正涛);  Tao X(陶显)
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Defect Detect  Vision Measurement  
User-centric Social Multimedia Computing 专著
Berlin Heidelberg:Springer, 2014
Authors:  Sang, Jitao
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