Image segmentation via fuzzy object extraction and edge detection and its medical application

CASIA OpenIR > 09年以前成果

	Image segmentation via fuzzy object extraction and edge detection and its medical application
	Lin, Yao; Tian, Jie; He, Huiguang
发表期刊	JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY
	2001
卷号	10 期号:1-2 页码:95-106
文章类型	Article
摘要	A new interactive segmentation method that combines fuzzy connected object extraction and edge detection is proposed. Fuzzy connectedness is a global fuzzy relation, which effectively captures fuzzy "hanging togetherness" of image elements. First, by selecting the seed point, fuzzy connectedness value between each image element and the seed point is computed via dynamic programming. Then, through adjusting the parameter, the different fuzzy connected object could be extracted. Finally, an edge detection method is adopted to detect the object boundary. The algorithm is demonstrated on some medical images: segmentation of knee tissues in CT image and segmentation of brain tissues in MR image. The results show that this method works well for some CT and MR images.
关键词	Image Segmentation Edge Detection Medical Application
WOS标题词	Science & Technology ; Technology ; Physical Sciences
收录类别	SCI
语种	英语
WOS研究方向	Instruments & Instrumentation ; Optics ; Physics
WOS类目	Instruments & Instrumentation ; Optics ; Physics, Applied
WOS记录号	WOS:000207066600008
引用统计	被引频次：7[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9822
专题	09年以前成果
通讯作者	Tian, Jie
作者单位	Chinese Acad Sci, AI Lab, Inst Automat, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Lin, Yao,Tian, Jie,He, Huiguang. Image segmentation via fuzzy object extraction and edge detection and its medical application[J]. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY,2001,10(1-2):95-106.
APA	Lin, Yao,Tian, Jie,&He, Huiguang.(2001).Image segmentation via fuzzy object extraction and edge detection and its medical application.JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY,10(1-2),95-106.
MLA	Lin, Yao,et al."Image segmentation via fuzzy object extraction and edge detection and its medical application".JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 10.1-2(2001):95-106.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
93.Journal of X-Ray （160KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览下载