Title :
A Portable Measuring System for Cross-Sectional Ultrasound Images Using Spatial Compounding and Edge Sharpening
Author :
Tsubai, M. ; Fukumoto, K. ; Fukuda, O. ; Muraki, S. ; Ueno, N.
Author_Institution :
Nat. Inst. of Adv. Ind. Sci. & Technol. (AIST), Saga
Abstract :
This paper proposes a compensation for a blurred image caused by misregistration in spatial compounding. The edge sharpening based on morphological operations is applied to the compounded image. A portable measuring system of a cross-sectional ultrasound image is designed for measuring body composition. The system is developed for non-medical applications, for example, measurement of the volume of muscle and subcutaneous fat in lower extremities, upper extremities and abdomen for health care and sports science. A number of partially overlapping images that have been obtained from multiple angles are combined into a single compounded image. In experiment on human abdomen, the image quality was improved in speckle suppression and edge enhancement by using ensemble averaging and morphological edge sharpening. Resulting wide field-of-view image was sufficiently deblurred without emphasizing noise.
Keywords :
biomedical ultrasonics; edge detection; health care; image registration; image restoration; medical image processing; abdomen; blurred image; body composition; compounded image; cross-sectional ultrasound images; edge enhancement; edge sharpening; ensemble averaging; health care; lower extremities; misregistration; muscle volume; portable measuring system; spatial compounding; speckle suppression; sports science; subcutaneous fat; upper extremities; Abdomen; Extremities; Humans; Image quality; Medical services; Morphological operations; Muscles; Ultrasonic imaging; Ultrasonic variables measurement; Volume measurement; Abdomen; Adipose Tissue; Algorithms; Equipment Design; Humans; Image Processing, Computer-Assisted; Models, Statistical; Models, Theoretical; Signal Processing, Computer-Assisted; Transducers; Ultrasonics; Ultrasonography;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352748