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
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