Title :
Short Wavelength Infrared Face Recognition for Personalization
Author :
Kang, Jiawen ; Borkar, A. ; Yeung, A. ; Nowg, N. ; Smith ; Hayes, Michael
Author_Institution :
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The paper describes an application of practical technologies to implement a low cost, consumer grade, single chip biometric system based on face recognition using infra-red imaging. The paper presents a system that consists of three stages that contribute in the face detection and recognition process. Each stage is explained with its individual contribution alongside results of tests performed for that stage. The system shows a high recognition rate when full frontal face images are led to the system. The paper further discusses the application based approach in the automotive world with plans for further study. Recognition rates of the overall system are also presented.
Keywords :
biometrics (access control); face recognition; infrared imaging; optical images; optical information processing; face detection; infra-red imaging; overall system recognition rate; personalization; short wavelength infrared face recognition; single chip biometric system; Automotive engineering; Biometrics; Costs; Face detection; Face recognition; Image recognition; Infrared imaging; Paper technology; Performance evaluation; Testing; Eigenfaces; Face Detection; Face Recognition; Fisherfaces; Infrared; Intensity Based Segmentation;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.313118