Paper Title:
Design of Image Classification System Based on Feature Extraction
  Abstract

Image classification is a kind of image data mining method to classify different targets based on different features reflected in image information. The paper designed a kind of image classification system based on feature selection, which utilize feature selection and feature weight to optimize the features and obtain features that can reflect essential of classification, so as to improve image classification accuracy. Meanwhile, the paper gave material implementation method of main modules of image classification system. Image classification experiment based on the system proves effectiveness of the designed system.

  Info
Periodical
Key Engineering Materials (Volumes 474-476)
Edited by
Garry Zhu
Pages
1859-1864
DOI
10.4028/www.scientific.net/KEM.474-476.1859
Citation
G. N. Guo, M. Chu, X. H. Wang, X. B. Huang, Z. Wei, "Design of Image Classification System Based on Feature Extraction", Key Engineering Materials, Vols. 474-476, pp. 1859-1864, 2011
Online since
April 2011
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: Gang Yu, Ying Zi Lin, Sagar Kamarthi
Abstract:Texture classification is a necessary task in a wider variety of application areas such as manufacturing, textiles, and medicine. In this...
1273
Authors: Huan Hai Yang
Abstract:In recent years, there have been extensive studies and rapid progresses in automatic text classification, which is one of the hotspots and...
1006
Authors: Jun Yun Wu
Chapter 3: Information Technology for Materials
Abstract:First this paper makes a brief introduction about DF, expected cross entropy, MI, IG, and statistic. Then combining with KNN classification...
383
Authors: Hong Mei Li, Lin Gen Yang, Li Hua Zou
Chapter 6: Algorithm Design
Abstract:To make feature subset which can gain the higher classification accuracy rate, the method based on genetic algorithms and the feature...
1497
Authors: Ru Zhang
Chapter 6: Data Acquisition and Data Processing, Computational Techniques
Abstract:With the ceramics market's developing, the use of image processing and intelligent algorithm is applied to the ancient ceramics recognition...
1201