摘要
提出了一种快速、稳健的彩色图像分割算法。首先将图像划分为多个色彩变化平滑区域和非平滑区域,进而对非平滑区域进行进一步量化,最后使用区域增长法合并较小区域从而实现图像分割。试验结果表明,该算法可以获得良好的图像分割结果并具有较高的效率。
A new approach to color images segmentation is presented.Firstly,color image is divided into some small regions according to its local smoothness features by a simple algorithm.Then pixel feature vectors of the non -smoothness regions will be quantified by mean shift analysis.Finally,a region connection procedure is used to connect similar neighbor regions into bigger ones.Experiments show that it is able to segment color images robustly and effectively.
出处
《计算机工程与应用》
CSCD
北大核心
2004年第25期75-77,110,共4页
Computer Engineering and Applications
