DocumentCode
3001390
Title
Mathematical Morphology Structure Element Construction Based on Genetic Algorithm and Its Application in Traffic Vehicle Detection
Author
Shao, Bin ; Xiang, Nan ; Yang, Zhen
Author_Institution
Sch. of Inf. & Eng., Huzhou Teachers Coll., Huzhou, China
fYear
2010
fDate
29-31 Oct. 2010
Firstpage
1
Lastpage
4
Abstract
This paper analyzes construction method of Mathematical morphology structure element, puts forward a new algorithm for constructing mathematical morphology structure element , combined genetic algorithm, and designs corresponding genetic fitness function, cross operator and mutation method. We apply structure element obtained from this algorithm to traffic vehicle detection, and carry out experimental analysis. The construction method introduced by the paper proposes a new idea for Mathematical morphology structure element construction.
Keywords
genetic algorithms; mathematical morphology; object detection; road vehicles; traffic engineering computing; cross operator; fitness function; genetic algorithm; mathematical morphology structure element construction; mutation method; traffic vehicle detection; Algorithm design and analysis; Genetics; Morphology; Shape; Skeleton; Training; Vehicle detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Technology (ICMT), 2010 International Conference on
Conference_Location
Ningbo
Print_ISBN
978-1-4244-7871-2
Type
conf
DOI
10.1109/ICMULT.2010.5630942
Filename
5630942
Link To Document