用于分级机器人的外部特征提取和西红柿分类的研究方法
Study on Method for External Characteristics Extraction and Classification of Tomatoes Used for Grading Robot
关键词:光机电;机器人;直方图;分类;机器视觉
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.