Automatic Tonal Harmonization for Multi-Spectral Mosaics

When producing a mosaic of multiple multi-spectral images one needs to harmonize the colours so that the tone transition is smooth from one image to the other. Given two images $ Im ^{ a } $ and $ Im ^{ b } $ , a transform T is sought to map $ Im ^{ b } $ to an image that is harmonious in multi-spectral appearance to $ Im ^{ a } $ . We give the above problem of tonal harmonization an analytical framework, in which both ideal and practical solutions of the problem are studied. Using a physically motivated image formation model, we prove that a perfect tonal harmonizing operator cannot in general be found, but that whenever such an operator exists it is linear. In the latter case, finding the optimal harmonizing transformation can be cast as a linear programme (LP), which is a type of problem that can be efficiently solved using known techniques. Finally, strong empirical evidence is provided for the efficacy of the proposed solution.


Published in:
Proceedings of the 2008 IEEE International Conference on Image Processing (ICIP'08), San Diego CA, USA, 1876–1879
Year:
2008
Publisher:
IEEE
Laboratories:




 Record created 2015-09-18, last modified 2018-03-17

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