DocumentCode
3003620
Title
Color optical flow estimation based on gradient fields with extended constraints
Author
Liao Bin ; Du Minghui ; Hu Jinlong
Author_Institution
Sch. of Electron. & Inf. Eng., South China Univ. of Technol., Guangzhou, China
fYear
2010
fDate
11-12 June 2010
Firstpage
279
Lastpage
283
Abstract
Traditional optical flow estimations are poor in real applications because premises of the brightness constancy model are not accurate in real environment. An Optical flow estimation technique for color image sequences based on gradient fields with extended constraints model is proposed. This presented technique establishes optical flow equations at gradient fields of color images to weaken optical estimation errors caused by illumination variations. Three groups of experiments show that the proposed algorithm is more accurate and robust than traditional algorithms.
Keywords
gradient methods; image colour analysis; image sequences; lighting; brightness constancy model; color image sequences; color optical flow estimation; extended constraints model; gradient fields; illumination variations; Agricultural engineering; Brightness; Equations; Image color analysis; Image motion analysis; Information technology; Lighting; Optical computing; Optical fiber networks; Robustness; color images; extended constraints model; gradient fields; optical flow estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Networking and Information Technology (ICNIT), 2010 International Conference on
Conference_Location
Manila
Print_ISBN
978-1-4244-7579-7
Electronic_ISBN
978-1-4244-7578-0
Type
conf
DOI
10.1109/ICNIT.2010.5508511
Filename
5508511
Link To Document