DocumentCode
1953777
Title
Optical flow based speed estimation in AUV target tracking
Author
Fan, Yang ; Balasuriya, Arjuna
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
4
fYear
2001
fDate
2001
Firstpage
2377
Abstract
This paper proposes a method for underwater object speed estimation based on optical flow. How the dynamic properties of the interested target objects can be used to navigate autonomous underwater vehicles (AUVs) is studied. The interested objects are extracted by using the template matching method, and their dynamical properties are calculated using optical flow techniques. Using past and present information, the consecutive dynamic behavior of the object is estimated. The paper presents a sensor fusion scheme to derive the navigational commands for the AUV. The results on the extraction of the interested target in the image, calculation of optical flow, and estimation of the object speed are presented with experimental results. These results demonstrate that the performance of the proposed target tracking algorithm is a useful tool for underwater robots
Keywords
feature extraction; image matching; image sequences; navigation; parameter estimation; remotely operated vehicles; robots; sonar imaging; sonar tracking; target tracking; underwater vehicles; AUV target tracking; autonomous underwater vehicles; dynamic behavior estimation; dynamic properties; navigational commands; object extraction; optical flow based speed estimation; target tracking algorithm; template matching method; underwater object speed estimation; underwater robots; Data mining; Geometrical optics; Image motion analysis; Navigation; Optical attenuators; Optical sensors; Remotely operated vehicles; Target tracking; Underwater vehicles; Vehicle dynamics;
fLanguage
English
Publisher
ieee
Conference_Titel
OCEANS, 2001. MTS/IEEE Conference and Exhibition
Conference_Location
Honolulu, HI
Print_ISBN
0-933957-28-9
Type
conf
DOI
10.1109/OCEANS.2001.968370
Filename
968370
Link To Document