Edge detection based on modified BP algorithm of ANN

Authors:
Lihong Zheng;Xiangjian He
Affiliations:
Taiyuan University of Technology, Taiyuan, Shanxi, China;University of Sydney, NSW, Australia
Venue:
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Year:
2004

Citing 2
Cited 0

Subpixel Measurements Using a Moment-Based Edge Operator

IEEE Transactions on Pattern Analysis and Machine Intelligence
Digital image processing

Digital image processing

Quantified Score

Hi-index	0.00

Visualization

Abstract

Accurately locating edge points is important for image measurement. This paper describes an edge detection method based on back-propagation algorithm of neural networks. A three-layer structure of artificial neural network and a learning algorithm are given in detail. Through training and amendment, the weight values are determined finally, and some factors that may have influenced on system are discussed.