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In this thesis, we describe the problem of automatic face recognition in visibleand long–wave infrared lights. The state of the art methods are described, and westudy, in a first time, a method based on convolutional neural networks. Applied toboth modalities, the proposed fusion method, based on a weighted sum of scores,yields a substantial increa...
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