DocumentCode :
559427
Title :
Positioning and scene analysis from visual motion cues within water column
Author :
Negahdaripour, S. ; Aykin, M.D. ; Babaee, M. ; Sinnarajah, S. ; Perez, A.
Author_Institution :
ECE Dept., Univ. of Miami, Coral Gables, FL, USA
fYear :
2011
fDate :
19-22 Sept. 2011
Firstpage :
1
Lastpage :
8
Abstract :
Over the last dozen or more years, many applications of vision-based positioning and navigation near the sea bottom and surface have been explored. Mid-water operations have primarily relied on traditional positioning systems, namely INS, DVL, gyros, etc. This paper investigates the application of a vision system for mid-water operations by exploiting stationary features within the water column. The unique nature of these environment - namely, the abundance of randomly distributed targets over a wide field of view and range of depth - are ideal for the application of well-known motion vision methods for 3-D motion estimation and scene analysis. We demonstrate through experiments with water tank and ocean data how various visual motion cues may be used for passive navigation, environmental assessment and target/habitat classification based on visual motion behavior.
Keywords :
computer vision; marine engineering; motion estimation; tanks (containers); 3D motion estimation; DVL; INS; depth range; environmental assessment; field of view; gyros; midwater operations; ocean data; passive navigation; scene analysis; target-habitat classification; vision-based navigation; vision-based positioning; visual motion behavior; visual motion cues; water column; water tank; Cameras; Estimation; Motion estimation; Tracking; Trajectory; Vectors; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS 2011
Conference_Location :
Waikoloa, HI
Print_ISBN :
978-1-4577-1427-6
Type :
conf
Filename :
6107241
Link To Document :
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