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Novel Feature Fusion Module-Based Detector for Small Insulator Defect Detection 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 15, 页码: 16807-16814
Authors:  Gao, Zishu;  Yang, Guodong;  Li, En;  Liang, Zize
Favorite  |  View/Download:5/0  |  Submit date:2021/11/02
Feature extraction  Insulators  Sensors  Image segmentation  Inspection  Fuses  Support vector machines  Insulator defect detection  anchor-free object detection  data augmentation  aerial image  
Efficient Parallel Branch Network With Multi-Scale Feature Fusion for Real-Time Overhead Power Line Segmentation 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 10, 页码: 12220-12227
Authors:  Gao, Zishu;  Yang, Guodong;  Li, En;  Liang, Zize;  Guo, Rui
Adobe PDF(1352Kb)  |  Favorite  |  View/Download:30/1  |  Submit date:2021/06/07
Convolution  Feature extraction  Image segmentation  Inspection  Wires  Sensors  Real-time systems  Real-time segmentation  lightweight network  dilated depth-wise convolution  power line inspection  
End-Effector Pose Estimation in Complex Environments Using Complementary Enhancement and Adaptive Fusion of Multisensor 期刊论文
JOURNAL OF SENSORS, 2021, 卷号: 2021, 页码: 18
Authors:  Luo, Mingrui;  Li, En;  Guo, Rui;  Liu, Jiaxin;  Liang, Zize
Favorite  |  View/Download:24/0  |  Submit date:2021/06/15
Environment Perception Technologies for Power Transmission Line Inspection Robots 期刊论文
JOURNAL OF SENSORS, 2021, 卷号: 2021, 页码: 16
Authors:  Chen, Minghao;  Tian, Yunong;  Xing, Shiyu;  Li, Zhishuo;  Li, En;  Liang, Zize;  Guo, Rui
Favorite  |  View/Download:20/0  |  Submit date:2021/06/07
A Vibration Control Method for Hybrid-Structured Flexible Manipulator Based on Sliding Mode Control and Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 841-852
Authors:  Long, Teng;  Li, En;  Hu, Yunqing;  Yang, Lei;  Fan, Junfeng;  Liang, Zize;  Guo, Rui
Favorite  |  View/Download:23/0  |  Submit date:2021/03/29
Vibrations  Mathematical model  Manipulator dynamics  Torque  Robustness  Neural networks  Hybrid-structured flexible manipulator  reinforcement learning  sliding mode control  vibration control method  
Object Reconstruction Based on Attentive Recurrent Network from Single and Multiple Images 期刊论文
NEURAL PROCESSING LETTERS, 2021, 期号: 53, 页码: 18
Authors:  Gao, Zishu;  Li, En;  Wang, Zhe;  Yang, Guodong;  Lu, Jiwu;  Ouyang, Bo;  Xu, Dawei;  Liang, Zize
Adobe PDF(1338Kb)  |  Favorite  |  View/Download:35/0  |  Submit date:2021/03/01
Object reconstruction  Convolutional LSTM  Visual attention  Robotic application  
Automatic Detection and Location of Weld Beads With Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 12
Authors:  Yang, Lei;  Fan, Junfeng;  Liu, Yanhong;  Li, En;  Peng, Jinzhu;  Liang, Zize
Favorite  |  View/Download:19/0  |  Submit date:2021/03/08
Data augmentation  deep convolutional network model  object location  samples updating  semantic segmentation  weld bead  
A Review on State-of-the-Art Power Line Inspection Techniques 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 12, 页码: 9350-9365
Authors:  Yang, Lei;  Fan, Junfeng;  Liu, Yanhong;  Li, En;  Peng, Jinzhu;  Liang, Zize
Favorite  |  View/Download:26/0  |  Submit date:2021/01/06
Inspection  Poles and towers  Task analysis  Insulators  Smart grids  Feature extraction  Inspection methods  inspection platforms  inspection sensors  inspection task  power line inspection  
A novel system for off-line 3D seam extraction and path planning based on point cloud segmentation for arc welding robot 期刊论文
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2020, 卷号: 64, 页码: 14
Authors:  Yang, Lei;  Liu, Yanhong;  Peng, Jinzhu;  Liang, Zize
Favorite  |  View/Download:54/0  |  Submit date:2020/06/22
Seam extraction  3D Reconstruction  Point cloud segmentation  Feature extraction  Path planning  Pose estimation  
Instance segmentation of apple flowers using the improved mask R-CNN model 期刊论文
BIOSYSTEMS ENGINEERING, 2020, 卷号: 193, 页码: 264-278
Authors:  Tian, Yunong;  Yang, Guodong;  Wang, Zhe;  Li, En;  Liang, Zize
Adobe PDF(4718Kb)  |  Favorite  |  View/Download:81/15  |  Submit date:2020/06/02
Apple flower images acquisition  Image augmentation  Deep learning  MASU R-CNN  Instance segmentation