DocumentCode
3038776
Title
Illumination invariant object recognition
Author
Bichsel, Martin
Author_Institution
Dept. of Comput. Sci., Zurich Univ., Switzerland
Volume
3
fYear
1995
fDate
23-26 Oct 1995
Firstpage
620
Abstract
Varying illumination is severe problem for existing face recognition algorithms. Altering the light direction from left to right, for example, causes a change of contrast in large face regions and causes most face recognition algorithms to fail. Theoretical results, based on the law of incoherent light superposition, provide the solid ground on which a new illumination invariant recognition algorithm is derived. A face recognition experiment demonstrates that this algorithm indeed shows improved recognition performance even if the conditions, for which the theoretical results were derived, do not hold exactly
Keywords
face recognition; image recognition; light sources; lighting; object recognition; contrast; face recognition algorithms; face recognition experiment; face regions; illumination invariant object recognition; illumination invariant recognition algorithm; incoherent light superposition; light direction; recognition performance; Computer science; Face recognition; Laboratories; Layout; Light sources; Lighting; Object recognition; Pixel; Solids; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1995. Proceedings., International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-8186-7310-9
Type
conf
DOI
10.1109/ICIP.1995.537711
Filename
537711
Link To Document