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
Link To Document :
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