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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
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深度学习  表面缺陷检测  机器视觉  卷积神经网络  
架空输电线典型目标感知与缺陷检测方法研究 学位论文
, 北京: 中国科学院大学, 2021
Authors:  高子舒
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巡线机器人,导线位姿检测,绝缘子分割,绝缘子三维重建,电力部件 缺陷检测  
Novel Feature Fusion Module Based Detector for Small Insulator Defect Detection 期刊论文
IEEE SENSORS JOURNAL, 2021, 期号: 2021, 页码: 8
Authors:  Gao ZS(高子舒)
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insulator defect detection, anchor-free object detection, data augmentation, aerial image  
复合式机器人电力巡检与线路表观缺陷检测研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  边疆
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高压架空输电线路巡检  无人机  悬挂巡线小车  巡检环境SLAM  图像质量评估  电力设备目标检测  表观缺陷检测  
Insulator Segmentation for Power Line Inspection Based on Modified Conditional Generative Adversarial Network 期刊论文
JOURNAL OF SENSORS, 2019, 卷号: 2019, 页码: 8
Authors:  Gao, Zishu;  Yang, Guodong;  Li, En;  Shen, Tianyu;  Wang, Zhe;  Tian, Yunong;  Wang, Hao;  Liang, Zize
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Real-time segmentation of various insulators using generative adversarial networks 期刊论文
IET COMPUTER VISION, 2018, 卷号: 12, 期号: 5, 页码: 596-602
Authors:  Chang, Wenkai;  Yang, Guodong;  Yu, Junzhi;  Liang, Zize
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image segmentation  insulators  neural nets  power engineering computing  real-time pixel-level segmentation  generative adversarial networks  insulator segmentation algorithm  cluttered background  artificial thresholds  compact end-to-end neural network  visual saliency map  proposed two-stage training  segmentation quality  
Learning Insulators Segmentation from Synthetic Samples 会议论文
IEEE, Rio de Janeiro, 8-13 July 2018
Authors:  W. Chang;  G. Yang;  Z. Wu;  Z. Liang
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Segmentation  synthetic samples  adversarial training  
混合式巡线机器人环境感知方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  常文凯
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巡线机器人  多任务学习  绝缘子分割  融合感知  联合标定  
高压输电线路航拍图像中的多姿态绝缘子检测方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  闫田田
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输电线路巡检  绝缘子检测  Svm  语义分割  网络简化  
Detection of Power Line Insulator Defects using Aerial Images Analyzed with Convolutional Neural Networks 期刊论文
IEEE Transactions on Systems Man Cybernetics-Systems, 2018, 卷号: 50, 期号: 0, 页码: 0
Authors:  Tao Xian;  Zhang Dapeng;  Wang Zihao;  Liu Xilong;  Zhang Hongyan;  Xu De
Adobe PDF(2627Kb)  |  Favorite  |  View/Download:448/212  |  Submit date:2018/10/08
Defect Detection  Insulators  Aerial Image  Convolutional Neural Network