A Novel Method for Surface Defect Detection of Photovoltaic Module Based on Independent Component Analysis

This paper proposed a new method for surface defect detection of photovoltaic module based on independent component analysis (ICA) reconstruction algorithm. Firstly, a faultless image is used as the training image. The demixing matrix and corresponding ICs are obtained by applying the ICA in the tra...

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Bibliographic Details
Main Authors: Xuewu Zhang, Hao Sun, Yun Zhou, Ji Xi, Min Li
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2013/520568