Face Recognition and Person Localization using SURF for Automated Attendance System
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چکیده
This paper discusses the experimentation of a robust face recognition descriptor and its implementation in camera based lecture attendance system. The Speeded Up Robust Features (SURF) descriptor used for recognition produced a reliable performance with regard to change in illumination, scale and rotation of the test images used. Experiments were done on various test images with varying conditions in each image and obtained repeatable output. Finally, an interactive MATLAB GUI was created to mark the attendance and to locate a student along with his academic details.
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تاریخ انتشار 2014