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The opponent color space is used, see http://docs.opencv.org/modules/features2d/doc/common_interfaces_of_descriptor_extractors.html?highlight=opponent#opponentcolordescriptorextractor . Note: You need a 3-chan input-image and the output-descriptor-size will be three times the normal size.