کد مقاله کد نشریه سال انتشار مقاله انگلیسی ترجمه فارسی نسخه تمام متن
4662889 1345204 2016 10 صفحه PDF ندارد دانلود رایگان
عنوان انگلیسی مقاله
A small look at the ear recognition process using a hybrid approach
ترجمه فارسی عنوان
نگاهی کوچک در روند شناخت گوش با استفاده از یک روش ترکیبی
کلمات کلیدی
هاسدورف؛ LDA؛ IRT؛ الگوریتم SURF؛ تشخیص گوش . شبکه عصبی
Hausdorff; LDA; IRT; SURF algorithm; Ear recognition; Neural network
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات منطق ریاضی
چکیده انگلیسی

The purpose of this document is to offer a combined approach in biometric analysis field, integrating some of the most known techniques using ears to recognize people. This study uses Hausdorff distance as a pre-processing stage adding sturdiness to increase the performance filtering for the subjects to use it in the testing process. Also includes the Image Ray Transform (IRT) and the Haar based classifier for the detection step. Then, the system computes Speeded Up Robust Features (SURF) and Linear Discriminant Analysis (LDA) as an input of two neural networks to recognize a person by the patterns of its ear. To show the applied theory experimental results, the above algorithms have been implemented using Microsoft C#. The investigation results showed robustness improving the ear recognition process.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Applied Logic - Volume 17, September 2016, Pages 4–13
نویسندگان
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