Edge guided delineation of the prostate in transrectal ultrasound images

Author

Path, S.D. ; Chalana, V. ; Haynor, D.R. ; Kim, Youngjae

Author_Institution

Dept. for Bioeng., Washington Univ., Seattle, WA, USA

Volume

2

fYear

1999

fDate

36434

Abstract

Prostate boundaries form the basis of many diagnosis/treatment procedures for prostate diseases. In this paper, a new paradigm of edge guidance is described that involves just-enough-interaction with the expert, leading to robust delineation of the prostate boundaries. We statistically show that an increase in the consistency and the accuracy of prostate delineation is achieved using the edges as visual guide

Keywords

biological organs; biomedical ultrasonics; edge detection; image enhancement; image segmentation; medical expert systems; medical image processing; surface fitting; Canny edge detector; contrast enhancement; deformable membrane fitting; deformable surface fitting; edge guided delineation; just-enough-interaction with expert; knowledge based filtering; prostate boundaries; robust delineation; segmentation evaluation; speckle reduction; sticks-enhanced image; transrectal ultrasound images; visual guide; Biomedical engineering; Biomembranes; Diseases; Image edge detection; Image segmentation; Joining processes; Robustness; Speckle; Surface fitting; Ultrasonic imaging;

fLanguage

English

Publisher

ieee

Conference_Titel

[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint

Conference_Location

Atlanta, GA

ISSN

1094-687X

Print_ISBN

0-7803-5674-8

Type

conf

DOI

10.1109/IEMBS.1999.804212

Filename

804212