کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
468924 698268 2011 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fuzzy automata system with application to target recognition based on image processing
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Fuzzy automata system with application to target recognition based on image processing
چکیده انگلیسی

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Mathematics with Applications - Volume 61, Issue 5, March 2011, Pages 1267–1277
نویسندگان
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