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
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
Journal title :
Computers and Mathematics with Applications