Computerised prostate boundary estimation of ultrasound images using radial bas-relief method

被引:44
作者
Liu, YJ
Ng, WS [1 ]
Teo, MY
Lim, HC
机构
[1] Nanyang Technol Univ, Sch Mech & Prod Engn, Singapore 639798, Singapore
[2] New Changi Hosp, Dept Surg 2, Div Urol, Singapore 529889, Singapore
关键词
radial bas-relief; prostate boundary detection; ultrasound image processing; robotic prostatectomy;
D O I
10.1007/BF02525522
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A new method is presented for automatic prostate boundary detection in ultrasound images taken transurethrally or transrectally. This is one of the stages in the implementation of a robotic procedure for prostate surgery performed by a robot known as the robot for urology (UROBOT). Unlike most edge detection methods, which detect object edges by means of either a spatial filter (such as Sobel, Laplacian or something of that nature) or a texture descriptor (local signal-to-noise ratio, joint probability density function etc.), this new approach employs a technique called radial bas-relief (RBR) to outline the prostate boundary area automatically. The results show that the RBR method works well in the detection of the prostate boundary in ultrasound images. It can also be useful for boundary detection problems in medical images where the object boundary is hard to detect using traditional edge detection algorithms, such as ultrasound of the uterus and kidney.
引用
收藏
页码:445 / 454
页数:10
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