DocumentCode
2727610
Title
Analytic Phase-based Representation for Face Recognition
Author
Sao, Anil Kumar ; Yegnanarayana, B.
Author_Institution
IIT Madras, Chennai
fYear
2009
fDate
4-6 Feb. 2009
Firstpage
453
Lastpage
456
Abstract
A representation based on the phase of analytic image is proposed to address the issue of illumination variation in face recognition task. The problem of unwrapping in the computation of analytic phase is avoided by using trigonometric functions of phase. Template matching is used to compare the functions of analytic phase for face recognition. For template matching, the functions of the analytic phase are compressed using eigenanalysis. Performance of the face recognition is improved by using weights derived from the eigenvalues in the template matching.
Keywords
face recognition; image matching; image representation; mathematical analysis; analytic image; analytic phase-based representation; face recognition; illumination variation; template matching; trigonometric functions; Data mining; Face recognition; Feature extraction; Image analysis; Image databases; Light sources; Lighting; Pattern analysis; Pattern recognition; Signal analysis; Analytic image; Face recognition; phase wrapping;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Pattern Recognition, 2009. ICAPR '09. Seventh International Conference on
Conference_Location
Kolkata
Print_ISBN
978-1-4244-3335-3
Type
conf
DOI
10.1109/ICAPR.2009.69
Filename
4782830
Link To Document