Title :
Tissue boundary extraction from ultrasonogram by fuzzy morphology processing
Author :
Ito, Masayasu ; Avianto, Erwin
Author_Institution :
Div. of Electron. & Inf. Eng., Tokyo Univ. of Agric. & Technol., Japan
fDate :
29 Oct-1 Nov 1998
Abstract :
It is general to use the level differences of the pixel in the area to extract a tissue part or the region of interest from the ultrasonogram. However, because there is a high possibility that clear edges do not appear in the ultrasonogram, it is difficult to extract the region of interest only using the method of level difference. Thus, the technique which extracts the tissue part using shape oriented method is considered to be effective. In this research, to extract a tissue region from ultrasonogram, fuzzy morphology operations which reflect shape information of the region, are introduced. The authors´ objective is to build a system that is capable to extract a region of interest accurately
Keywords :
biological tissues; biomedical ultrasonics; edge detection; fuzzy set theory; medical image processing; clear edges; fuzzy morphology processing; level difference method; medical diagnostic imaging; pixel level differences; region of interest extraction; shape oriented method; tissue boundary extraction; ultrasonogram; Agricultural engineering; Agriculture; Costs; Data mining; Fuzzy systems; Indium tin oxide; Morphology; Robotic assembly; Shape; Ultrasonic imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.745568