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个人信息Personal Information
副教授
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:计算机科学与技术学院
办公地点:创新园大厦A0827
联系方式:18640987378
电子邮箱:wyx@dlut.edu.cn
A new approach for color-based object recognition with fusion of color models
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论文类型:会议论文
发表时间:2008-05-27
收录刊物:EI、CPCI-S、Scopus
卷号:3
页面范围:456-460
摘要:In real images, color recognition is a challenging problem because of natural variations in light and shadows. Most existing color models have limitations in distinctive representation of colors in real scenes. Here, a linear combination of multiple color models is assumed The approach makes color edges in the target as main character for recognition. It combined multiple color models to make the recognition stable under varying imaging conditions. A proper weighting scheme to combine color spaces is obtained with the mathematical selection model of Markowitz, and the corresponding weights are obtained by multi-objective optimization. Effectiveness and reliability of the proposed method is demonstrated through various natural scene images.