DocumentCode
2236196
Title
Correction of shading effects in vision-based UUV localization
Author
Garcia, R. ; Cufi, Xavier ; Carreras, Marc ; Ridao, P.
Author_Institution
Comput. Vision & Robotics Group, Girona Univ., Spain
Volume
1
fYear
2003
fDate
14-19 Sept. 2003
Firstpage
989
Abstract
This paper describes the improvements achieved in our mosaicking system to assist unmanned underwater vehicle navigation. A major advance has been attained in the processing of images of the ocean floor when light absorption effects are evident. Due to the absorption of natural light, underwater vehicles often require artificial light sources attached to them to provide the adequate illumination for processing underwater images. Unfortunately, these flashlights tend to illuminate the scene in a nonuniform fashion. In this paper a technique to correct non-uniform lighting is proposed. The acquired frames are compensated through a point-by-point division of the image by an estimation of the illumination field. Then, the gray-levels of the obtained image remapped to enhance image contrast. Experiments with real images are presented.
Keywords
image enhancement; image segmentation; light absorption; mobile robots; path planning; underwater vehicles; artificial light source; illumination field estimation; image point-by-point division; image processing; light absorption effects; mosaicking system; natural light absorption; ocean floor; shading effects correction; underwater images illumination; vision-based unmanned underwater vehicle navigation; Absorption; Cameras; Computer vision; Layout; Light sources; Lighting; Navigation; Oceans; Robot vision systems; Underwater vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
ISSN
1050-4729
Print_ISBN
0-7803-7736-2
Type
conf
DOI
10.1109/ROBOT.2003.1241721
Filename
1241721
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