DocumentCode
1708498
Title
Ultrasonic image processing for tendon injury evaluation
Author
Kim, Nam-Deuk ; Booth, Larry ; Amin, Viren ; Lim, Jaein ; Udpa, Satish
Author_Institution
Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
fYear
1998
Firstpage
241
Lastpage
244
Abstract
Image texture analysis techniques have been applied for evaluating tendon injuries in racehorses. Ultrasound images from superficial and deep digital flexor tendons have been characterized and a measure for quantifying injury grade has been proposed. Wavelet-based texture segmentation and classification algorithms have been developed for quantification of the injury grades. Discrete wavelet packet frames and standard discrete wavelet transforms are used to measure the percentage of the tendon injury and tendon fiber alignment, respectively. Results demonstrating the effectiveness of the approach in predicting the percentage of the tendon injury as well as the degree of tendon fiber alignment are presented
Keywords
biomedical ultrasonics; discrete wavelet transforms; image classification; image segmentation; image texture; medical image processing; muscle; veterinary medicine; wavelet transforms; classification algorithms; deep digital flexor tendons; discrete wavelet packet frames; image texture analysis techniques; injury grade; quantification; racehorses; standard discrete wavelet transforms; superficial digital flexor tendons; tendon fiber alignment; tendon injury; tendon injury evaluation; ultrasonic image processing; ultrasound images; wavelet-based texture segmentation; Classification algorithms; Discrete wavelet transforms; Image processing; Image segmentation; Image texture analysis; Injuries; Tendons; Ultrasonic imaging; Ultrasonic variables measurement; Wavelet packets;
fLanguage
English
Publisher
ieee
Conference_Titel
Time-Frequency and Time-Scale Analysis, 1998. Proceedings of the IEEE-SP International Symposium on
Conference_Location
Pittsburgh, PA
Print_ISBN
0-7803-5073-1
Type
conf
DOI
10.1109/TFSA.1998.721406
Filename
721406
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