Autonomous seam recognition and feature extraction for multi-pass welding based on laser stripe edge guidance network
作者： Kaixuan Wu , Tianqi Wang , Junjie He , Yang Liu , Zhenwei Jia
DOI: 10.1007/S00170-020-06246-1
关键词:
摘要: … To extract more accuracy laser stripe under the complicated welding environment, we … the complementary laser stripe edge information and the complete laser stripe information within a …
springer.com
sci-hub.st 参考文章(24)
Jiaxing Zhao, Jiang-Jiang Liu, Deng-Ping Fan, Yang Cao, Jufeng Yang, Ming-Ming Cheng, EGNet: Edge Guidance Network for Salient Object Detection 2019 IEEE/CVF International Conference on Computer Vision (ICCV). pp. 8779- 8788 ,(2019) , 10.1109/ICCV.2019.00887
Yanbiao Zou, Rui Lan, Xianzhong Wei, Jiaxin Chen, Robust seam tracking via a deep learning framework combining tracking and detection. Applied Optics. ,vol. 59, pp. 4321- 4331 ,(2020) , 10.1364/AO.389730
Asifullah Khan, Anabia Sohail, Umme Zahoora, Aqsa Saeed Qureshi, None, A survey of the recent architectures of deep convolutional neural networks Artificial Intelligence Review. ,vol. 53, pp. 5455- 5516 ,(2020) , 10.1007/S10462-020-09825-6
Xiangdong Gao, Ling Mo, Zhenlin Xiao, Xiaohui Chen, Seiji Katayama, Seam tracking based on Kalman filtering of micro-gap weld using magneto-optical image The International Journal of Advanced Manufacturing Technology. ,vol. 83, pp. 21- 32 ,(2016) , 10.1007/S00170-015-7560-X
Karen Simonyan, Andrew Zisserman, Very Deep Convolutional Networks for Large-Scale Image Recognition computer vision and pattern recognition. ,(2014)
Philipp Fischer, Thomas Brox, None, U-Net: Convolutional Networks for Biomedical Image Segmentation medical image computing and computer assisted intervention. pp. 234- 241 ,(2015) , 10.1007/978-3-319-24574-4_28
Yinshui He, Yanling Xu, Yuxi Chen, Huabin Chen, Shanben Chen, Weld seam profile detection and feature point extraction for multi-pass route planning based on visual attention model Robotics and Computer-integrated Manufacturing. ,vol. 37, pp. 251- 261 ,(2016) , 10.1016/J.RCIM.2015.04.005
Li Guo Sheng, Yong Lv, Li Shuang Liu, Rui Geng, Xiao Ying Li, A High Accuracy Sub-Pixel Light Spot Positioning Algorithm Applied Mechanics and Materials. ,vol. 644-650, pp. 1459- 1463 ,(2014) , 10.4028/WWW.SCIENTIFIC.NET/AMM.644-650.1459
W. P. Gu, Z. Y. Xiong, W. Wan, Autonomous seam acquisition and tracking system for multi-pass welding based on vision sensor The International Journal of Advanced Manufacturing Technology. ,vol. 69, pp. 451- 460 ,(2013) , 10.1007/S00170-013-5034-6
C. Steger, An unbiased detector of curvilinear structures IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 20, pp. 113- 125 ,(1998) , 10.1109/34.659930