Title of article :
Fuzzy automata system with application to target recognition based on image processing
Author/Authors :
Qing-E Wua، نويسنده , , b، نويسنده , , ?، نويسنده , , Xue-Min Pangc، نويسنده , , Zhen-Yu Hana، نويسنده ,
Issue Information :
دوماهنامه با شماره پیاپی سال 2011
Pages :
11
From page :
1267
To page :
1277
Abstract :
In order to get better image processing and target recognition, this paper presents a fuzzy automata system to target recognition. The system first performs image processing, and then accomplishes the target recognition. The system consists of four parts: image preprocessing, feature extraction, target matching and experiment. Compared with existing approaches, this paper uses both global features and local features of the target image, and carries out target recognition by using a fuzzy automata system. Simulation results show that the correct recognition rate based on the fuzzy automata system for target recognition is higher at 94.59%, an improvement on an average of 29.24%, compared to other existing approaches. Finally, some directions for future research are described.
Keywords :
Wavelet transform , Fuzzy automata (FA) , Target recognition , Image processing
Journal title :
Computers and Mathematics with Applications
Serial Year :
2011
Journal title :
Computers and Mathematics with Applications
Record number :
921913
Link To Document :
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