Defect Detection and Classification of Strip Steel Based on Improved VIT Model

Author:

Xing Lina,Li Tinghui,Fan Honghui,Zhu Hongjin

Publisher

Springer International Publishing

Reference17 articles.

1. Tang, M., Li, Y., Yao, W., Hou, L., Sun, Q., Chen, J.: A strip steel surface defect detection method based on attention mechanism and multi-scale maxpooling. Measure. Sci. Technol. 32(11), 115401 (2021)

2. Wang, W., et al.: Surface defects classification of hot rolled strip based on improved convolutional neural network: instrumentation, control and system engineering. ISIJ Int. 61(5), 1579–1583 (2021)

3. Support Vector Machines; New Support Vector Machines Study Findings Have Been Reported from University of Science and Technology (Multi-class classification method for strip steel surface defects based on support vector machine with adjustable hyper-sphere). J. Robot. Mach. Learn. (2019)

4. Di, H., Ke, Z., Peng, Z., Dongdong, Z.: Surface defect classification of steels with a new semi-supervised learning method. Optics Lasers Eng. 117, 40–48 (2019)

5. Jiaqiao, Z.: Surface defect detection of steel strips based on classification priority YOLOv3-dense network. Ironmaking Steelmaking 48, 547–558 (2020)

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