DocumentCode
575384
Title
A pattern matching technique robust to illumination changes and occlusion
Author
Kondo, Toshiaki
Author_Institution
Sch. of Inf., Comput. & Commun. Technol., Thammasat Univ., Pathumthani, Thailand
fYear
2012
fDate
20-23 Aug. 2012
Firstpage
773
Lastpage
776
Abstract
This paper presents a novel pattern matching technique that is robust to both illumination changes and the occlusion problem. The robustness to changing lighting conditions is achieved by employing gradient orientation information in place of traditional image features such as intensities and gradients. The method is further made robust to the occlusion problem by introducing a voting strategy to the matching process. The proposed method is compared with three conventional template matching techniques. Simulation results show that the proposed method performs remarkably well under varying lighting conditions and is also robust to the occlusion problem.
Keywords
feature extraction; gradient methods; image matching; lighting; gradient orientation information; illumination changes; image features; lighting conditions; occlusion; pattern matching technique; template matching techniques; voting strategy; Educational institutions; Hamming distance; Lighting; Measurement; Pattern matching; Robustness; Vectors; Pattern matching; block matching; motion estimation; object tracking; template matching;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location
Akita
ISSN
pending
Print_ISBN
978-1-4673-2259-1
Type
conf
Filename
6318543
Link To Document