ML-Based PCB Classification with Gabor and Statistical Features

Author:

Bora Kangkana,Bhuyan M. K.,Iwahori Yuji,Chyrmang Genevieve,Sarma Debajit

Publisher

Springer Nature Singapore

Reference23 articles.

1. Moganti M, Ercal F, Dagli CH, Tsunekawa S (1996) Automatic PCB inspection algorithms: a survey. Comput Vis Image Underst 63:287–313

2. Roh B, Yoon C, Ryu Y, Oh C (2001) A neural network approach to defect classification on printed circuit boards. J Japan Soc of Precis Eng 67:1621–1626

3. Tanaka T, Hotta S, Iga T, Nakamura T (2007) Automatic image filter creation system: to use for a defect classification system. IEICE Tech Rep 106:195–198

4. Rau H, Wu CH (2005) Automatic optical inspection for detecting defects on printed circuit board inner layers. Int J Adv Manuf Technol 25:940–946

5. Kondo K, Kikuchi K, Shibuya H, Maeda S (2009) Defect classification using random feature selection and bagging. J Inst Image Electr Eng Japan 38:9–15

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