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 :
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