Title :
Extraction of fine blood vessels from an ultrasound image by an adaptive local image processing
Author :
Ito, Masayasu ; Saito, Yuzuru
Author_Institution :
Tokyo Denki Univ., Saitama
Abstract :
This paper discusses some useful image processing techniques for an ultrasound image using adaptive morphological operations. They are defined in such a way that the used structuring element is a function of local image to respond its characteristics. The defined mathematical morphology has almost the same mathematical structure and properties as the conventional one. Besides, the former has an advantageous image processing to others. For example, the simultaneous smoothing and enhancement can be implemented. We applied this technique to ultrasound images to extract blood vessel and showed its useful function. We discussed parameter evaluation and setting, from a statistical point of view. Experimental results are also demonstrated.
Keywords :
adaptive signal processing; biomedical ultrasonics; blood vessels; image enhancement; mathematical morphology; medical image processing; ultrasonic imaging; adaptive local image processing; adaptive morphological operations; fine blood vessels extraction; image enhancement; image smoothing; mathematical morphology; ultrasound image; Adaptive filters; Biomedical imaging; Blood vessels; Data mining; Image processing; Morphological operations; Programmable control; Smoothing methods; Speckle; Ultrasonic imaging;
Conference_Titel :
Networking, Sensing and Control, 2007 IEEE International Conference on
Conference_Location :
London
Print_ISBN :
1-4244-1076-2
Electronic_ISBN :
1-4244-1076-2
DOI :
10.1109/ICNSC.2007.372769