Title :
A dynamic vision system for tracking and localization of underwater objects
Author :
Cheng, Sheng-Wen ; Hsu, Huai-Wen ; Cheng, Shiao-Chug
Author_Institution :
Dept. of Eng. Sci. & Ocean Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
We describe the development of an underwater cross-range high-accuracy 3D metrology by utilizing a pair of video cameras for underwater vehicle applications. The novelty of the approach lies in (1) a polynomial representation of image non-linear distortion induced by lens system and surrounding water; (2) the transfer of photogrammetric bundle adjustment techniques to underwater ranging; and (3) a new representation of underwater stereo vision including camera self-calibration, match points searching, and computation of the target coordinates. We demonstrate that our method achieves better flexibility and accuracy compared to traditional stereographic methods.
Keywords :
image representation; oceanographic techniques; photogrammetry; stereo image processing; tracking; underwater vehicles; camera self-calibration; dynamic vision system; high-accuracy 3D metrology; image nonlinear distortion; photogrammetric bundle adjustment technique; polynomial representation; underwater objects localization; underwater objects tracking; underwater stereo vision; underwater vehicle applications; video cameras; Cameras; Lenses; Machine vision; Metrology; Nonlinear distortion; Nonlinear dynamical systems; Polynomials; Underwater tracking; Underwater vehicles; Vehicle dynamics;
Conference_Titel :
Underwater Technology, 2004. UT '04. 2004 International Symposium on
Print_ISBN :
0-7803-8541-1
DOI :
10.1109/UT.2004.1405551