This paper proposes a novel algorithm aimed at speeding-up template matching based on the Lp norm. The algorithm is exhaustive, i.e. it yields the same results as a Full Search (FS) template matching process, and is based on the deployment of tight lower bounds that can be derived by using together the triangular inequality and partial evaluations of the Lp norm. In order to deploy this, template and image subwindows are properly partitioned. The experimental results prove that the proposed algorithm allows speeding-up the FS process and also (when applied to the L2 norm) the exhaustive approach based on the Fast Fourier Transform

Template matching based on the Lp norm using sufficient conditions with incremental approximations

TOMBARI, FEDERICO;MATTOCCIA, STEFANO;DI STEFANO, LUIGI
2006

Abstract

This paper proposes a novel algorithm aimed at speeding-up template matching based on the Lp norm. The algorithm is exhaustive, i.e. it yields the same results as a Full Search (FS) template matching process, and is based on the deployment of tight lower bounds that can be derived by using together the triangular inequality and partial evaluations of the Lp norm. In order to deploy this, template and image subwindows are properly partitioned. The experimental results prove that the proposed algorithm allows speeding-up the FS process and also (when applied to the L2 norm) the exhaustive approach based on the Fast Fourier Transform
Proceedings of the IEEE International Conference on Video and Signal Based Surveillance
1
6
F. Tombari; S. Mattoccia; L. Di Stefano
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11585/33524
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