Title :
A video database of human faces under near Infra-Red illumination for human computer interaction applications
Author :
Happy, S.L. ; Dasgupta, Avirup ; George, A. ; Routray, A.
Author_Institution :
Dept. of Electr. Eng., IIT Kharagpur, Kharagpur, India
Abstract :
Human Computer Interaction (HCI) is an evolving area of research for coherent communication between computers and human beings. Some of the important applications of HCI as reported in literature are face detection, face pose estimation, face tracking and eye gaze estimation. Development of algorithms for these applications is an active field of research. However, availability of standard database to validate such algorithms is insufficient. This paper discusses the creation of such a database created under Near Infra-Red (NIR) illumination. NIR illumination has gained its popularity for night mode applications since prolonged exposure to Infra-Red (IR) lighting may lead to many health issues. The database contains NIR videos of 60 subjects in different head orientations and with different facial expressions, facial occlusions and illumination variation. This new database can be a very valuable resource for development and evaluation of algorithms on face detection, eye detection, head tracking, eye gaze tracking etc. in NIR lighting.
Keywords :
face recognition; human computer interaction; pose estimation; video signal processing; visual databases; HCI; NIR; eye gaze estimation; face detection; face pose estimation; face tracking; facial expressions; facial occlusions; head orientations; human computer interaction applications; human faces; illumination variation; near infrared illumination; video database; Cameras; Databases; Face detection; Head; Human computer interaction; Lighting; Magnetic heads; Near Infra-Red(NIR) illumination; face database; face detection; face tracking; head pose;
Conference_Titel :
Intelligent Human Computer Interaction (IHCI), 2012 4th International Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-4673-4367-1
DOI :
10.1109/IHCI.2012.6481868