文章基本信息

标题：Edge Detection Using Soft Computing in Matlab
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作者：Somya Saxena ; Sunil Kumar ; Vijay Kumar Sharma 等
期刊名称：International Journal of Advanced Research In Computer Science and Software Engineering
印刷版ISSN：2277-6451
电子版ISSN：2277-128X
出版年度：2013
卷号：3
期号：6
出版社：S.S. Mishra
摘要：Edge detection is a primary operation of most of the image processing applications such as image detection, boundary detection, image classification, image registration. Edge detection filters out less important information and preserve the structural properties of image.The Proposed technique uses ANFIS edge detector for edge detection on digital images. It involves a neuro fuzzy system with the learning capability of neural network and the advantages of rule-based fuzzy system. This work follows hybrid algorithm to resolve the edge detection issues with the help of least square method and gradient descent method.
关键词：Edge Detection; ANFIS; Neural Network; Fuzzy Logic; Hybrid Algorithm