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利用分级机器人对西红柿进行外部特征提取和分类的方法研究

Study on Method for External Characteristics Extraction and Classification of Tomatoes Used for Grading Robot

作者:Changyong LiQixin Cao 作者单位:Research Institute of Robotics, Shanghai Jiao Tong University, Shanghai 200240, China,School of Mechanical Engineering, Xinjiang University, Urumqi, 83008, China;Research Institute of Robotics, Shangh 加工时间:2013-12-24 信息来源:科技报告(other) 索取原文[6 页]
关键词:机器人;颜色;机器视觉;质量特征;水果
摘 要:The color and shape feature are very important quality characteristic for classification of fruits. The dominant grading color histogram feature and radius normal angle histogram feature were presented in this paper. They can well represent the color and shape information of fruits respectively and are not sensitive to the changes of scale, translation and rotation. Experiment results showed both histogram features can effectively distinguish between different grade fruits and have high classification accuracy. They are suitable for real-time application.
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