Events
The Taub Faculty of Computer Science Events and Talks
Yacov Hel-Or (CS, The Interdisciplinary Center)
Tuesday, 05.04.2011, 11:30
A fast pattern matching scheme termed Matching by Tone Mapping (MTM) is
introduced which allows matching under non-linear tone mappings. We
exploit the recently introduced Slice Transform to implement a fast
computational scheme 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. The MTM is shown to be invariant to non-linear tone mappings,
and is empirically shown to be highly discriminative and robust to
noise.