[1] |
WEN Bin, HU Hui, YANG Chao.
PCB defect detection based on LWN-Net algorithm
[J]. Computer Integrated Manufacturing System, 2024, 30(2): 496-507.
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[2] |
LI Yalan, LU Ruhua, HUANG Jianquan, JIANG Chunzhi, LI Xiang.
Three-dimensional surface reconstruction algorithm based on fusion of scale and confidence
[J]. Computer Integrated Manufacturing System, 2024, 30(1): 42-52.
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[3] |
HUA Shiyan, LI Dawei, JIA Shuyi, WANG Jun.
Remainder particles detection of spacecraft based on convolution-inverted residual and combined attention mechanism
[J]. Computer Integrated Manufacturing System, 2024, 30(1): 53-66.
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[4] |
LI Jinjun, WANG Xiaofeng, GE Weimin.
Weld defect detection method based on deep subspace learning
[J]. Computer Integrated Manufacturing System, 2024, 30(1): 90-102.
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[5] |
GU Tongcheng, XU Wubin, LI Bing, LI Zhiheng, HUI Xiangyu, HE Xin.
Optimization algorithm for fine-grained detection of loader materials based on YOLOv5
[J]. Computer Integrated Manufacturing System, 2024, 30(1): 239-252.
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[6] |
ZHAO Fengda, QIU Menglu, LI Xianshan, SUN Yongpai, YANG Zhikai.
End-to-end multi-task optimization model for task-based dialogue systems
[J]. Computer Integrated Manufacturing System, 2023, 29(11): 3592-3599.
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[7] |
LEI Zhiming, LI Yong, SHUANG Feng, DU Jialong, LIU Xi, WANG Ruichen, HUANG Hanzhang.
Pose estimation algorithm for robot arm target grabbing based on RGB image
[J]. Computer Integrated Manufacturing System, 2023, 29(10): 3296-3305.
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[8] |
ZHANG Mingqiang, GAO Hua, YUAN Dongfeng, ZHANG Haixia, SUN Guangyuan, MA Rui, ZHAI Huazhen, ZHANG Xunzheng.
Design and implementation of cloud-edge collaborative system for appearance quality detection with artificial intelligence
[J]. Computer Integrated Manufacturing System, 2023, 29(10): 3440-3449.
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[9] |
LI Yan, WU Mengnan, LIU Keping, YU Weibo.
Anisotropic stereo matching with multi-scale information
[J]. Computer Integrated Manufacturing System, 2023, 29(9): 2920-2928.
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[10] |
YI Jia, CHEN Guangzhu, RU Qingjun, LI Mengyu.
Lightweight semantic segmentation for digital workshop objects
[J]. Computer Integrated Manufacturing System, 2023, 29(3): 920-929.
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[11] |
PAN Baisong, YAN Tianye, HU Xinda, LUO Luping, WENG Weini.
Peg-in-hole assembly strategy based on geometric constraint and hidden Markov model
[J]. Computer Integrated Manufacturing System, 2022, 28(12): 3768-3778.
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[12] |
LIAN Jiawei, HE JunhongThe application of image processing technology based on various convolution neural network algorithms to detect and identify surface defects can not only reduce the cost of labor, but also greatly improve the efficiency and accuracy.However, the current popular image processing technology has the characteristics of large computation, high storage cost and very complex, which is contrary to the high real-time and limited computing resources required by industrial applications.Therefore, a Multi-scale Compression Convolution Neural Network model (MC-CNN) was proposed for the rapid detection of steel surface defects.The multi-scale compression of the network was carried out by network structure optimization, knowledge distillation, network pruning and parameter quantization.The experimental results showed that the proposed method could greatly improve the recognition efficiency, reduce the volume of the model, which was facilitate the application in various scenarios with high real-time requirements and limited storage and computing resources., NIU Yun, WANG Tianze.
Rapid detection of surface defects based on multi-scale compression CNN
[J]. Computer Integrated Manufacturing System, 2022, 28(11): 3624-3631.
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[13] |
TANG Xi, YAO Xifan, DONG Yi, ZHANG Junming.
Weld initial vector detection and robot pose estimation based on improved CenterNet
[J]. Computer Integrated Manufacturing System, 2022, 28(9): 2865-2880.
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[14] |
CAO Zhenmiao, JI Weixi, SU Xuan, ZHANG Yun, WANG Kai.
Surface defect detection based on scaling cross-stage partial network
[J]. Computer Integrated Manufacturing System, 2022, 28(8): 2399-2407.
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[15] |
LI Yang, KANG Wenhui, HUANG Jin, YUAN Xiaofang, CHEN Xuejin, YU Qian, WU Huiyue, TIAN Feng, DAI Guozhong.
Human-computer hybrid framework based on pen-based interaction for CAD conceptual design
[J]. Computer Integrated Manufacturing System, 2022, 28(7): 2050-2063.
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