A WBC SEGMENTATION METHORD BASED ON HSI COLOR SPACE
Fast and accurate segmentation for color images are important and difficult in computer vision and image analysis. To improve the quality of image recognition, take into account pixel color information and adjacency relationship between pixels based on spatial information, integrate color histogram-based method and region growing and merging-based segmentation method, proposed a new algorithm for color image segmentation .First, select an appropriate color space; followed by saturation threshold segmentation to extract nucleus from white blood cell; after that, according to certain rules, using region growing of color information to extract the cytoplasm; Finally, do region merging. Compared to similar methods, the segmentation results show that this method is faster and more accurate.
color image segmentation WBC segmentation HSI color space histogram threshold ..Leukemia diagnosis
Jun Duan Le Yu
Inner Mongolia University of Science and Technology, Baotou 014010, China
国际会议
深圳
英文
629-632
2011-10-28（万方平台首次上网日期，不代表论文的发表时间）