Paper Title:
An Object Tracking Method Based on the Coordinate-Locating of SIFT Algorithm
  Abstract

The SIFT (scale invariant feature transform) algorithm has been successfully used in the image matching field. In this paper, a simplified SIFT algorithm is designed. The number of layers in the Gaussian pyramid is reduced. When it is comparing the keypoints, it uses an outspreading method. The new method can reduce the comparison time and matching time. Although the new algorithm (C-SIFT algorithm) has less matching accuracy than the SIFT algorithm, it adopts a distortion detection method to abandon the wrong matching. Then it uses the coordinate displacement to determine the tracking position. Experimental results show that C-SIFT algorithm can perform steadily and timely.

  Info
Periodical
Advanced Materials Research (Volumes 268-270)
Edited by
Feng Xiong
Pages
2178-2184
DOI
10.4028/www.scientific.net/AMR.268-270.2178
Citation
S. B. Zhou, K. Kang, "An Object Tracking Method Based on the Coordinate-Locating of SIFT Algorithm", Advanced Materials Research, Vols. 268-270, pp. 2178-2184, 2011
Online since
July 2011
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Price
$32.00
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