Title :
An evaluation of technical study and performance for real-time face detection using Web Real-Time Communication
Author :
Phankokkruad, Manop ; Jaturawat, Phichaya
Author_Institution :
Fac. of Inf. Technol., King Mongkut´s Inst. of Technol., Bangkok, Thailand
Abstract :
This paper proposed the technical study of real-time face detection system and also cover a key technology. In order to find the most appropriate factors, techniques, and algorithm by evaluating the performance that included connection speed, and effectiveness of tracking and detecting a human face in various conditions. WebRTC worked perform in any condition of device and platform independence. Furthermore, WebRTC could operate securely on the HTTPS protocol. In the case of the transferring ability of images, it relied on the connection speed; that LAN and WiFi are the most prefer for this best image quality. The results shown that Haar-like feature and CLM have significantly detected the face area over the web browser in almost light conditions. However, Haar-like has the better precision when operated on the low-speed processor. The real-time face detection system could be identified the person who walked through the capture device. In addition, this proposed system could be applied to any scope of the personal identification system.
Keywords :
Internet; authorisation; biometrics (access control); face recognition; protocols; HTTPS protocol; LAN; Web real-time communication; WebRTC; WiFi; human face; image quality; low-speed processor; personal identification system; real-time face detection system; Browsers; Face; Face detection; Feature extraction; Integral equations; WebRTC; Algorithms; Face Detection; Internet Protocol; Real-Time Face Detection; WebRTC;
Conference_Titel :
Computer, Communications, and Control Technology (I4CT), 2015 International Conference on
Conference_Location :
Kuching
DOI :
10.1109/I4CT.2015.7219558