TV image target recognition technology based on support vector machine

Yan Ding*, Wei Qi Jin, Jian Wei Dou

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Because of the accuracy requirement of a target recognition system, a target recognition algorithm based on support vector machine is proposed. Then the automatic target recognition system based on SVM, methods of the target feature extraction and the parameter optimization of the SVM classifier are introduced. The experimental results show that the algorithm given can effectively detect and recognize the image target and possess the preferable properties of counter-complex background.

Original languageEnglish
Pages (from-to)791-793+798
JournalGuangxue Jishu/Optical Technique
Volume34
Issue number5
Publication statusPublished - Sept 2008

Keywords

  • Feature extraction
  • SVM
  • Target recognition

Fingerprint

Dive into the research topics of 'TV image target recognition technology based on support vector machine'. Together they form a unique fingerprint.

Cite this