A cooperative facial color feature learning method in various color spaces and an apparatus therefor are disclosed. The cooperative facial color feature learning method according to an embodiment of the present invention includes a step of extracting a color feature from each of a plurality of predetermined color spaces for a facial image; and a step of generating a fused feature with the extracted color features based on the learning of the extracted color features. The step of extracting color features can extract the color feature by learning the feature of deep convolutional neural networks (DCNNs) of each of the color spaces. Face recognition rate can be improved.
COLLABORATIVE FACIAL COLOR FEATURE LEARNING METHOD OF MULTIPLE COLOR SPACES FOR FACE RECOGNITION AND APPARATUS THEREFOR