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Edge detection: A statistical approach

Edge detection: A statistical approach,10.1109/ICECTECH.2011.5941707,Amiya Halder,Nilabha Chatterjee,Arindam Kar,Swastik Pal,Soumajit Pramanik

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Edge detection: A statistical approach  
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This paper describes a novel edge detection algorithm for gray scale images. The proposed method is based on the neighborhood similarity of a pixel using a pre-defined intensity range and simple statistical approach. Then using three or four neighboring boundary pixel to detect a noise and reduced this noise. Many experiments were carried out to evaluate and compare the performance of the proposed algorithm. This new detector outperforms the previously available classical edge detectors.
Conference: International Conference on Electronic Computer Technology - ICECT , 2011
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