CT 영상에서 스네이크 알고리즘과 파티클 필터를 이용한 뼈 영역 추출 방법.

Autor: 정성태, 김영운, 강선경
Zdroj: Journal of the Korea Institute of Information & Communication Engineering; Feb2018, Vol. 22 Issue 2, p243-252, 10p
Abstrakt: In this paper, we propose a bone region extraction method using a snake algorithm and a particle filter in CT image. We extract the bone outline using the snake algorithm, and extract the bone area by moving the particle filter along this outline. If other bones are in close proximity to the bone outline, the snake algorithm may not be able to extract the bone outline completely. At this time, the particle filter extracts the bone area while compensating for the error. In this paper, we compared the proposed method with the conventional morphological processing method. The result is similar when other bones are not close to the bone area to be extracted. However, if other bones are close to each other, The accuracy of the proposed method is higher than the conventional morphological processing method. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index