Pal, Sankar K. ; Robert, King A. (1983) On edge detection of X-ray images using fuzzy sets IEEE Transactions on Pattern Analysis and Machine Intelligence, 5 (1). pp. 69-77. ISSN 0162-8828
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Official URL: http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arn...
Related URL: http://dx.doi.org/10.1109/TPAMI.1983.4767347
Abstract
The effectiveness of the theory of fuzzy sets in detecting different regional boundaries of X-ray images is demonstrated. The algorithm includes a prior enhancement of the contrast among the regions (having small change in gray levels) using the contrast intensification (INT) operation along with smoothing in the fuzzy property plane before detecting its edges. The property plane is extracted from the spatial domain using S, Â and (1Â) functions and the fuzzifiers. Final edge detection is achieved using max or min operator. The system performance for different parameter conditions is illustrated by application to an image of a radiograph of the wrist.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to Institute of Electrical and Electronic Engineers. |
| ID Code: | 26058 |
| Deposited On: | 06 Dec 2010 13:10 |
| Last Modified: | 13 Jun 2011 06:14 |
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