Paper Title:
A Feature Recognition Approach with Fuzzy ART Neural Network
  Abstract

This paper proposes a feature recognition approach from a boundary representation solid model with Fuzzy ART neural network. To recognize the feature efficiently, some key technologies in Fuzzy ART neural network are used. The influence of the vigilance parameter on feature recognition is studied, and two learning modes, fast learning and slow learning are adopted and compared in feature recognition. Finally, a case study is given to verify the proposed approach.

  Info
Periodical
Chapter
III. Related Enlightening Topics
Edited by
Fei Hu and Beibei Wang
Pages
406-411
DOI
10.4028/www.scientific.net/AMR.279.406
Citation
C. Lu, J. Zha, "A Feature Recognition Approach with Fuzzy ART Neural Network", Advanced Materials Research, Vol. 279, pp. 406-411, 2011
Online since
July 2011
Authors
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Zhen Yu He
Abstract:In this paper, a new feature fusion method for Handwritten Character Recognition based on single tri-axis accelerometer has been proposed....
1583
Authors: Xiao Yan Zhu, Xi Tian, Xiao Xun Zhu
Chapter 7: High Voltage and Insulation Technology
Abstract:The large rotating machinery functioning of the rotor is one of the most important issues. It has great significance to identify the fault...
1192
  | Authors: Ling Li Jiang, Ping Li, Si Wen Tang
Chapter 7: Condition Monitoring and Fault Diagnosis
Abstract:This research aims at revealing the rules that the impact of kernel function and its parameters on the performance of kernel principle...
755
Authors: Wei Peng, Qun Ying Yang, Song Gu
Chapter 1: Industry Technology, Material Engineering and Dynamic System
Abstract:Iris feature extraction and classifier design are the key steps in iris recognition system, because it will directly affect the effect of...
7
Authors: Zhen Yan Liu, Wei Ping Wang, Yong Wang
Chapter 5: Information Processing and Computational Science
Abstract:This paper introduces the design of a text categorization system based on Support Vector Machine (SVM). It analyzes the high dimensional...
1191