Method and arrangement for estimating at least one cross-channel colour mapping model from an set of tuples of corresponding colours relative to at least two images
View Patent ↗The present invention generally relates to a method and arrangement for estimating said at least one cross-channel color mapping model from a set of tuples of corresponding colors relative to at least two images. The method is characterized in that it uses a processor for selecting at least one intermediate tuple of corresponding colors from the set of tuples of corresponding colors by using at least one channel-wise color mapping model, and for estimating the at least one cross-channel color mapping model from the at least one intermediate selected tuple of corresponding colors.
1. A method for compensation of colour differences between at least two images imaging a same scene, the colours of which are represented according to m colour channels, comprising:
extracting from said images a set of tuples of corresponding colours;
estimating from said set of tuples of corresponding colours a channel-wise colour mapping model for each of said m colour channels;
selecting within said set of tuples of corresponding colours at least one intermediate tuple having colours with a difference to said estimated channel-wise colour mapping model that are smaller than a determined threshold;
estimating from said at least one selected intermediate tuple of corresponding colours at least one cross-channel coulour mapping model for at least one of said m colour channels;
generating a final set of final tuples of corresponding colours from said at least one selected intermediate tuple of corresponding colours such that said final tuples have colors with a difference to said estimated cross-channel colour mapping model that are smaller than a determined threshold; and
compensating colour difference between said images based on said final set of final tuples of corresponding colours.
2. The method for compensation of colour differences according to claim 1 , wherein said extracting is based on matching feature points between said images.
3. The method for compensation of colour differences according to claim 1 , wherein estimating the channel-wise colour mapping model for each of said m colour channels is performed such as to model, in said colour channel, colour differences between colours of each tuple.
4. The method for compensation of colour differences according to claim 1 , wherein said at least one cross-channel colour mapping model is based on thin plate splines.
5. An arrangement for compensation of colour differences between at least two images imaging a same scene, the colours of which are represented according to m colour channels, comprising:
a processor coupled to a memory, the processor being configured to:
extract from said images a set of tuples of corresponding colours;
estimate from said set of tuples of corresponding colours a channel-wise colour mapping model for each of said m colour channels;
select within said set of tuples of corresponding colours at least one intermediate tuple having colours with a difference to said estimated channel-wise colour mapping model that are smaller than a determined threshold;
estimate from said at least one selected intermediate tuple of corresponding colours at least one cross-channel coulour mapping model for at least one of said m colour channels;
generate a final set of final tuples of corresponding colours from said at least one selected intermediate tuple of corresponding colours such that said final tuples have colors with a difference to said estimated cross-channel colour mapping model that are smaller than a determined threshold; and
compensate colour difference between said images based on said final set of final tuples of corresponding colours.
6. The arrangement for compensation of colour differences according to claim 5 , wherein said extracting is based on matching feature points between said images.
7. The arrangement for compensation of colour differences according to claim 5 , wherein estimating the channel-wise colour mapping model for each of said m colour channels is performed such as to model, in said colour channel, colour differences between colours of each tuple.
8. The arrangement for compensation of colour differences according to claim 5 , wherein said at least one cross-channel colour mapping model is based on thin plate splines.