کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
8901380 1631735 2018 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fast face recognition based on fractal theory
ترجمه فارسی عنوان
تشخیص چهره سریع بر اساس نظریه فراکتال
کلمات کلیدی
تشخیص چهره، نظریه فراکتال، کد فراکتال،
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
چکیده انگلیسی
Nowadays, people are more and more concerned about accuracy, rapidity and convenience in the process of personal identification. In the field of biology and computer vision, a variety of methods have been proposed, while a proper method for face recognition is still a challenge. Although some reliable systems and advanced methods have been introduced under relatively controlled conditions, their recognition rate or speed is not satisfactory in the general settings. This is especially true when there are variations in pose, illumination, and facial expression. This paper proposed a fast face recognition method based on fractal theory. This method is to compress the facial images to obtain fractal codes and complete face recognition with these codes. Experimental results on Yale, FERET and CMU PIE databases demonstrate the high efficiency of our method in runtime and correct rate.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 321, 15 March 2018, Pages 721-730
نویسندگان
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