Conference Proceedings

International Conference on Advances in Computer Science and Electronics Engineering - CSEE 2013

Edge Detection Based on Mathematical Morphology and Wavelet Transform using Type-1 and Type-2 Fuzzy Rules

Author(s) : MASROURDOWLATABADI, JALILSHIRAZI

Abstract

In this paper, we proposed an improved edge detection algorithm based on fuzzy combination of mathematical morphology and wavelet transform. We used type-1 and type-2 fuzzy rules.The proposed method overcomes the limitation of wavelet based edge detection and mathematical morphology based edge detection in noisy images. Experimental results show superiority of the proposed method, as compared to the traditional Prewitt, wavelet based and morphology based edge detection methods. The proposed method is an effective edge detection method especially for noisy images and keeps clear and continuous edges.

Conference Title : International Conference on Advances in Computer Science and Electronics Engineering - CSEE 2013
Conference Date(s) : February 24, 2013
Place : Hotel Clarks Inn Suites - New Delhi - NCR
No fo Author(s) : 2
DOI : 10.15224/978-981-07-5461-7-39
Page(s) : 197 - 202
Electronic ISBN : 978-981-07-5461-7
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