DocumentCode :
1682328
Title :
Segmentation method for phalanges in CR image by use of DCT
Author :
Hozu, Yoshimichi ; Murakami, Seiichi ; Kim, Hyoungseop ; Tan, Joo Kooi ; Ishikawa, Seiji ; Aoki, Takatoshi
fYear :
2010
Firstpage :
2082
Lastpage :
2085
Abstract :
In this paper, we propose a CAD (Computer aided diagnosis) system to analyze the RA (rheumatoid arthritis) and osteoporosis by using image processing techniques from the CR images. To analyze the RA, we develop a segmentation method for phalanges in CR Image by use of DCT (Discrete Cosine Transform) for detection of temporal change. The temporal change is detected using the difference image between previous image and current one. The DCT is performed to emphasize the edge of the difference image. Finally, the phalanges are extracted by performing Snakes. The primary objective of this study is to segment phalanges by making temporal subtraction images. We apply our proposed technique to eight cases of CR images and satisfactory segmentation results are achieved. A new index that diagnoses the progress level of the disease of phalanges can be offered as a second opinion.
Keywords :
bone; diagnostic radiography; discrete cosine transforms; diseases; edge detection; feature extraction; image segmentation; medical image processing; patient diagnosis; Snakes; computed radiography image; computer aided diagnosis system; difference image edge; discrete cosine transform; disease diagnosis; image processing technique; osteoporosis; phalange extraction; phalange segmentation; rheumatoid arthritis; temporal change detection; temporal subtraction images; Bones; Discrete cosine transforms; Fingers; Image segmentation; Joints; Osteoporosis; Computed Radiography; DCT; Osteoporosis; Rheumatoid Arthritis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Automation and Systems (ICCAS), 2010 International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4244-7453-0
Electronic_ISBN :
978-89-93215-02-1
Type :
conf
Filename :
5670149
Link To Document :
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