Title :
A study of morphological edge enhancement by double structuring element for ultrasound B-mode images [biomedical imaging]
Author :
Tsubai, Masayoshi ; Nishimura, Toshihiro ; Sasaki, Akira ; Mitake, Tsuyoshi ; Umemura, Shin-ichiro
Author_Institution :
Graduate Sch. of Inf. Production & Syst., Waseda Univ., Fukuoka, Japan
Abstract :
We discuss new adaptive morphological operations using double structuring elements (DSEs) and apply them to boundary enhancement of ultrasound B-mode images with speckle pattern. The DSE is a combination of two different structuring elements. The DSE yields an edge-sharpening effect, changing with the local characteristics of the input image. A general single structuring element does not have the sharpening function. Our method improves contrast around the tissue boundary without speckle emphasis and does not generate overshoot nor undershoot around the boundary. We demonstrate its effectiveness in experiments using breast cancer images.
Keywords :
biomedical ultrasonics; cancer; image denoising; image enhancement; medical image processing; adaptive morphological edge enhancement; biomedical imaging; boundary enhancement; breast cancer images; double structuring elements; edge-sharpening effect; speckle pattern; tissue boundary contrast improvement; ultrasound B-mode images; Biomedical imaging; Breast cancer; Gray-scale; Histograms; Image edge detection; Laboratories; Morphological operations; Production systems; Speckle; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium, 2004 IEEE
Print_ISBN :
0-7803-8412-1
DOI :
10.1109/ULTSYM.2004.1418071