DocumentCode :
1606745
Title :
A real time algorithm for detection of spectacles leading to eye detection
Author :
Singvi, M. ; Dasgupta, Avirup ; Routray, A.
Author_Institution :
CISCO Syst., Bangalore, India
fYear :
2012
Firstpage :
1
Lastpage :
6
Abstract :
Eye detection plays an important role in many Intelligent Human Computer Interaction (IHCI) applications such as eye tracking, eye gaze tracking, drowsiness monitoring etc. However the presence of spectacles makes the eye detection task difficult because of the glint produced by the lens. Earlier approaches on detection of eyes occluded with spectacles have been reported in literature, however with limited accuracies. This paper proposes a real-time algorithm for detection of spectacles leading to the detection of eyes. A video database of human subjects with and without spectacles has been created to evaluate the performance of the algorithm.
Keywords :
edge detection; human computer interaction; performance evaluation; real-time systems; video databases; video signal processing; IHCI applications; edge detection; eye detection; intelligent human computer interaction; performance evaluation; real time algorithm; spectacle detection; video database; Accuracy; Databases; Feature extraction; Image edge detection; Laplace equations; Noise; Transforms; distance transform; edge detection; real-time algorithm; spectacles detection; video database;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Human Computer Interaction (IHCI), 2012 4th International Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-4673-4367-1
Type :
conf
DOI :
10.1109/IHCI.2012.6481837
Filename :
6481837
Link To Document :
بازگشت