DocumentCode
624776
Title
Comparison of texture parameter in images of ultrasonic phantoms
Author
Pastrana-Chalco, M. ; Borba, C.M. ; Pereira, W.C.A.
Author_Institution
Programa de Eng. Biomed. - COPPE, Univ. Fed. do Rio de Janeiro, Rio de Janeiro, Brazil
fYear
2013
fDate
April 29 2013-May 4 2013
Firstpage
1
Lastpage
1
Abstract
Ultrasonic phantoms are often used in the diagnostic medical field and their development is very concerned with the quality of images acquired by them. The aim of this work was to promote a quantitative study of image pattern from ultrasonic phantoms produced by three manufacturing procedures (A, B, C). To that purpose, the influence of different distances between pixels in obtaining basic texture parameters (energy, contrast, entropy, homogeneity, correlation) obtained by the gray-level co-occurrence matrix (GLCM) was evaluated. Furthermore, an evaluation of image histograms and those texture parameters was conducted. The results suggested that within the same phantom manufacturing procedure it is expected to obtain, both visually and statistically, images with the same texture pattern and that in methods B and C, the texture pattern is similar and different form method A. Those results are in consistence with the visual likeness appearance of their images.
Keywords
biomedical ultrasonics; image texture; medical image processing; phantoms; statistical analysis; GLCM; energy; entropy; gray-level cooccurrence matrix; homogeneity; image contrast; image histogram; image pattern; image texture; statistical analysis; ultrasonic phantoms; Acoustics; Correlation; Histograms; Imaging phantoms; Manufacturing; Phantoms; co-occurrence matrix; phantom; ultrasound;
fLanguage
English
Publisher
ieee
Conference_Titel
Health Care Exchanges (PAHCE), 2013 Pan American
Conference_Location
Medellin
ISSN
2327-8161
Print_ISBN
978-1-4673-6254-2
Type
conf
DOI
10.1109/PAHCE.2013.6568268
Filename
6568268
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