A New System for Face Detection based on Eigen Face and Bat Algorithm

سال انتشار: 1395
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 1,011

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شناسه ملی سند علمی:

NPECE01_356

تاریخ نمایه سازی: 6 بهمن 1395

چکیده مقاله:

Face detection consider image analysis and is one of the vital operations for people detection and face matching with existed data. Having enough information from an image is a method which examined in statistical and cognitive recognition which image processing and machine vision are tools of that. Image conception problem is related to have enough information from an image. In this approach, a new method for face detection proposed based on Eigen face as feature extraction and Bat algorithm as classification. This method used for finding people faces as vector in images. The obtained results show that proposed method have high accuracy and speed in comparison to other methods.

نویسندگان

Nima Aberomand

Department of Computer Engineering, Shahr Qods Branch, Islamic Azad University, Tehran, Iran

Rama Haghani Panah

Department of Computer Engineering, Shahr Qods Branch, Islamic Azad University, Tehran, Iran

Seyed Mahdi Jameii

Department of Computer Engineering, Shahr Qods Branch, Islamic Azad University, Tehran, Iran

B Bagheri Nakhjavanlo

Member of Academic Islamic Azad University, Iran