IEEE Trans Pattern Anal Mach Intell - Matching by Tone Mapping: Photometric Invariant Template Matching.

Tópicos

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Resumo

A fast pattern matching scheme termed Matching by Tone Mapping (MTM) is introduced which allows matching under non-linear tone mappings. We show that, when tone mapping is approximated by a piecewise constant/linear function, a fast computational scheme is possible requiring computational time similar to the fast implementation of Normalized Cross Correlation (NCC). In fact, the MTM measure can be viewed as a generalization of the NCC for non-linear mappings and actually reduces to NCC when mappings are restricted to be linear. We empirically show that the MTM is highly discriminative and robust to noise with comparable performance capability to that of the well performing Mutual Information, but on par with NCC in terms of computation time.

Resumo Limpo

fast pattern match scheme term match tone map mtm introduc allow match nonlinear tone map show tone map approxim piecewis constantlinear function fast comput scheme possibl requir comput time similar fast implement normal cross correl ncc fact mtm measur can view general ncc nonlinear map actual reduc ncc map restrict linear empir show mtm high discrimin robust nois compar perform capabl well perform mutual inform par ncc term comput time

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