DocumentCode
2105080
Title
Research on the Algorithm of Small Object Detection of Image Based on Genetic Algorithm
Author
Pan, Xiuqin ; Lu, Yong ; Zhao, Yue ; Xu, Xiaona ; Cao, Yongcun
Author_Institution
Sch. of Inf. Eng., Central Univ. for Nat., Beijing
fYear
2008
fDate
21-22 Dec. 2008
Firstpage
420
Lastpage
423
Abstract
The problem of detection for small object descript by image would be investigated, and the faster detection algorithm based on the genetic algorithm and partial fractal dimension would be presented in this paper. The stability of the fractal dimension used in the small object detection and the real-time performance provided by multi-dot searching algorithm provided by genetic algorithm would be fully used in the given algorithm, and the corresponding efficiency and stability of threshold selection for object detection algorithm would be enhanced. On the basis of that, the simulation on the algorithm mentioned-above is carried out and the results illustrated that the algorithm is effective and valid.
Keywords
fractals; genetic algorithms; object detection; genetic algorithm; image detection; object detection; partial fractal dimension; Biological cells; Data mining; Detection algorithms; Feature extraction; Fractals; Genetic algorithms; Genetic engineering; Information technology; Object detection; Stability; genetic algorithm; small object detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Technology Application Workshops, 2008. IITAW '08. International Symposium on
Conference_Location
Shanghai
Print_ISBN
978-0-7695-3505-0
Type
conf
DOI
10.1109/IITA.Workshops.2008.262
Filename
4731967
Link To Document