Proceedings of the 2016 3rd International Conference on Mechatronics and Information Technology 2016
DOI: 10.2991/icmit-16.2016.57 View full text |Buy / Rent full text
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Abstract: Keywords: Multiple instance learning, deep learning, video-based face recognition. Abstract. In many real-world video-based face recognition scenarios, videos are usually captured under unconstrained conditions. It is very challenging because of low face resolutions, varying head pose and complex lighting. To address this issue, we present a new method by formulating the video-based face recognition issue as a multi-instance learning (MIL) problem. Specifically, given a pair of videos, we generate a bag compos… Show more

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