Title :
Edge Detection Based on Least Mean Square Filter and Mathematical Morphology
Author :
Wang, Yuanmei ; Li, Tao
Author_Institution :
Sch. of Electrons & Inf., Yangtze Univ., Jingzhou, China
Abstract :
An aim to solve the problem of missing details of image and discontinuous edge. A new method of image edge detection based on the least mean square filter and mathematical morphology is presented. Experiment results show that using this method to detect edge we can effectively get rid of noise and correctly detect the continuous edge of image.
Keywords :
edge detection; image denoising; least mean squares methods; mathematical morphology; image edge detection; least mean square filter; mathematical morphology; Corrosion; Image edge detection; Information filters; Morphology; Noise;
Conference_Titel :
Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5391-7
Electronic_ISBN :
978-1-4244-5392-4
DOI :
10.1109/CISE.2010.5677210
