计算机与现代化 ›› 2012, Vol. 1 ›› Issue (200): 201-04.doi: 10. 3969/j. issn. 1006-2475.2012.04.054

• 图像处理 • 上一篇    下一篇

一种基于光照变化补偿的颜色识别方法

潘 浩,杨宜民   

  1. 广东工业大学自动化学院,广东 广州 510090
  • 收稿日期:2011-11-24 修回日期:1900-01-01 出版日期:2012-04-16 发布日期:2012-04-16

Color Recognition Method Based on Illumination Changed Compensation

PAN Hao, YANG Yi-min   

  1. Automation College, Guangdong University of Technology, Guangzhou 510090, China
  • Received:2011-11-24 Revised:1900-01-01 Online:2012-04-16 Published:2012-04-16

摘要: 针对RoboCup中型组足球机器人比赛中光照变化会使颜色发生色彩漂移,影响颜色识别的准确性问题,提出一种基于光照变化补偿的颜色识别方法。该方法首先利用球的历史信息预测球的位置,然后在较小的区域内用基于色调直方图反向投影的方法找到球后,通过球的亮度直方图的变化计算出光照变化率,用于动态补偿颜色查找表。实验表明该方法能提高颜色识别的光照自适应性。

关键词: 中型组足球机器人, 光照变化率, 反向投影, 颜色查找表

Abstract: For the problem that illumination change causes color shiftting and affects the accuracy of color recognition in the medium group of RoboCup competition, this paper proposes a color recognition method based on illumination changed compensation. This method first uses the historical information of the ball to predict its position. After finding the ball by using the method of reverse projection based on color histogram in a small area, it calculates illumination changing rate through the changes of ball’s brightness histogram to dynamically compensate the color lookup table. Experiments show that this method can improve the illumination adaptive of color recognition.

Key words: medium group of soccer robots, illumination changing rate, reverse projection, color lookup table