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Development of Accurate Face Recognition Process Flow for Authentication

Publication Type : Conference Paper

Publisher : Emerging Research in Computing, Information, Communication and Applications ERCICA-2016

Source : Emerging Research in Computing, Information, Communication and Applications ERCICA-2016, Springer Singapore, NMIT, Bangalore (2016)

Url : https://link.springer.com/chapter/10.1007/978-981-10-4741-1_1#Sec8

ISBN : 9789811047411

Keywords : Color segmentation, Color Tracking, Face detection, Feature extraction, Noise filtering, Skin recognition

Campus : Bengaluru

School : Department of Computer Science and Engineering, School of Engineering

Center : Center for Computational Engineering and Networking

Department : Computer Science

Verified : Yes

Year : 2016

Abstract : Rapid and tough trackingTrackingof multiple faces have many crucial applications in various fields like video surveillance and video conferencing. Hence, it gained lot of momentum from computer vision researchers. Initialization, tracking and display are the three important steps in real-time tracking of multiple faces in high-resolution videos. Out of which, tracking is quite intensive in computation. Object detection and tracking are important in many computer vision applications including activity recognition, automotive safety, and surveillance. In this paper, a computational model of real-time face tracking has been presented. The tracking problem into three parts: the region extractor is based on the integration of skin-color, motion, and silhouette features, while the face detectorFace detectionuses a simple, rule-based face detection algorithm, and SVMSupport Vector Machine (SVM). Real-time detection and tracking implementation has been carried out and results presented.

Cite this Research Publication : Dr. Tripty Singh and C. Mary, J., “Development of Accurate Face Recognition Process Flow for Authentication”, in Emerging Research in Computing, Information, Communication and Applications ERCICA-2016, NMIT, Bangalore, 2016.

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