Segmentation and quantitative evaluation for tool wear condition via an improved SE-U-Net

Author:

Xia Linzhi,Shi Yizhu,Lin Hongjie,Zheng Houyuan,Cao Xincheng,Chen Binqiang,Zhou Yuqing,Sun WeifangORCID

Funder

Natural Science Foundation of Zhejiang Province

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Mechanical Engineering,Software,Control and Systems Engineering

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Semi-supervised auxiliary learning for surface defect detection and segmentation of injection-molded products from small image datasets;The International Journal of Advanced Manufacturing Technology;2024-03-04

2. Classification of Tool Wear State based on Dual Attention Mechanism Network;Robotics and Computer-Integrated Manufacturing;2023-10

3. Research on Classification and Recognition of Micro Milling Tool Wear Based on Improved DenseNet;2023 IEEE International Conference on Manipulation, Manufacturing and Measurement on the Nanoscale (3M-NANO);2023-07-31

4. Semantic segmentation of end mill wear area based on transfer learning with small dataset;The International Journal of Advanced Manufacturing Technology;2023-06-16

5. An improved UNet model based on adaptive activation function and squeeze-and-excitation module for milling tool wear segmentation;2023 Prognostics and Health Management Conference (PHM);2023-05

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