Efficient rotation-discriminative template matching

This paper presents an efficient approach to rotation discriminative template matching. A hierarchical search divided in three steps is proposed. First, gradient magnitude is compared to rapidly localise points with high probability of match. This result is refined, in a second step, using orientation gradient histograms. A novel rotation discriminative descriptor is applied to estimate the orientation of the template in the tested image. Finally, template matching is efficiently applied with the estimated orientation and only at points with high gradient magnitude and orientation histogram similarity. Experiments show a higher performance as compared to similar techniques and an efficient implementation of the proposed method in terms of computational complexity.


Published in:
12th Iberoamerican Congress on Pattern Recognition (CIARP), 221--230
Presented at:
Viña del Mar-Valparaiso, Chile, November 13 to 16
Year:
2007
Publisher:
Viña del Mar-Valparaiso, Chile, Springer-Verlag
Keywords:
Note:
LTS1
Laboratories:




 Record created 2007-07-24, last modified 2018-01-28

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