Title :
Morphological image sharpening by double structuring elements for ultrasound images
Author :
Masayoshi, Tsubai ; Toshihiro, Nishimura ; Akira, Sasaki
Author_Institution :
Graduate Sch. of Inf., Production & Syst., Waseda Univ., Fukuoka, Japan
Abstract :
We discuss a new morphological operations using double structuring elements (DSEs) and apply them to image sharpening of ultrasound B-mode images with speckle pattern. The DSEs, a couple of two different structuring elements, varying with the local characteristics of the input image, yield an edge-sharpening effect. General single structuring element does not have the sharpening function. Our method improves contrast at the tissue boundary without speckle emphasis and does not generate overshoot nor undershoot around the boundary. We demonstrate its effectiveness in experiments using human thyroid images.
Keywords :
biological tissues; biomedical ultrasonics; image denoising; image thinning; mathematical morphology; medical image processing; speckle; double structuring elements; edge-sharpening effect; human thyroid images; image contrast; mathematical morphology; morphological image sharpening; speckle pattern; tissue boundary; ultrasound B-mode images; Biomedical imaging; Gray-scale; Histograms; Humans; Image edge detection; Morphological operations; Morphology; Production systems; Speckle; Ultrasonic imaging; image sharpening; mathematical morphology; structuring element; ultrasound images;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403463