A Hybrid Face Detection System using combination of Appearance-based and Feature-based method

A Hybrid Face Detection System using combination of Appearance-based and Feature-based method
Author(s):
Zareen Tamboli, Rohini Shivaji Kamble, Shital Krishna Lingnure, Dhanashri Sitaram Jadhav
Keywords:
Viola Jones, Classifier, Face detection
Abstract
Human face detection is preliminary required step of face recognition systems as well as a very important task in many applications, such as security access control systems, video surveillance, and human computer interface and image database management. This project intends to combine Viola and Jones face detection method with a color-based method to propose an improved face detection method. Experimental results show that our method efficiently decreased false positive rate and subsequently increased accuracy of the face detection system especially in complex background images. Also our proposed method considerably increased face detection speed.
Article Details
Unique Paper ID: 143650 Publication Volume & Issue: Volume 2, Issue 12 Page(s): 265 - 269
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