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Attention-Aware Deep Reinforcement Learning For Video Face Recognition

2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), no. 1 (2017): 3951-3960

Cited: 132|Views64
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Abstract

In this paper, we propose an attention-aware deep reinforcement learning (ADRL) method for video face recognition, which aims to discard the misleading and confounding frames and find the focuses of attentions in face videos for person recognition. We formulate the process of finding the attentions of videos as a Markov decision process a...More

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