An improved acute lymphoblastic leukemia image segmentation scheme based on HSV color space

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 瞬态光学技术国家重点实验室

	An improved acute lymphoblastic leukemia image segmentation scheme based on HSV color space
	Li, Yan 1,2; Zhu, Rui 1; Mi, Lei 1; Cao, Yihui 1,2; Yao, Di 3
刊名	icic express letters, part b: applications
	2016-09-01
卷号	7 期号:9 页码:1983-1989
关键词	Blood Cells Color Color image processing Digital devices Diseases Feature extraction Image processing Mathematical morphology Median filters
ISSN号	21852766
产权排序	1
英文摘要	in this paper, an improved hsv color space based acute lymphoblastic leukemia (all) image segmentation scheme is proposed to improve accuracy of segmentation on digital microscope color images, especially for those taken in non;uniform background illumination conditions and by a microscope with different magnifications. the proposed method has several steps including contrast stretching, color space transformation, threshold segmentation, morphological operations and median filtering. adopting two thresholds is the innovation of this work. for performance evaluation, 260 all blood cell images from all idb2;a public and free available blood sample dataset are used. the experimental results show the proposed method gets a higher accuracy in segmenting both high; and low; contrast blood cell images than the original hsv color space based single threshold method, showing a better prospect in subsequent automatic acute lymphoblastic leukemia feature extraction and classification. © 2016 icic international.
收录类别	EI
语种	英语
内容类型	期刊论文
源URL	[http://ir.opt.ac.cn/handle/181661/28286]
专题	西安光学精密机械研究所_瞬态光学技术国家重点实验室
作者单位	1.State Key Laboratory of Transient Optics and Photonics Technology, Xi’an Institute of Optics, Precision Mechanics of Chinese Academy of Sciences, No. 17, Xinxi Road, New Industrial Park, Xi’an; 710119, China 2.University of Chinese Academy of Sciences, No. 19, Yuquan Rd., Shijingshan District, Beijing; 100049, China 3.Shenzhen Vivolight Medical Device and Technology Co. Ltd, Shenzhen; 518000, China
推荐引用方式 GB/T 7714	Li, Yan,Zhu, Rui,Mi, Lei,et al. An improved acute lymphoblastic leukemia image segmentation scheme based on HSV color space[J]. icic express letters, part b: applications,2016,7(9):1983-1989.
APA	Li, Yan,Zhu, Rui,Mi, Lei,Cao, Yihui,&Yao, Di.(2016).An improved acute lymphoblastic leukemia image segmentation scheme based on HSV color space.icic express letters, part b: applications,7(9),1983-1989.
MLA	Li, Yan,et al."An improved acute lymphoblastic leukemia image segmentation scheme based on HSV color space".icic express letters, part b: applications 7.9(2016):1983-1989.