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Feb, 2022
野外多任务头部姿态估计
Multi-task head pose estimation in-the-wild
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Roberto Valle, José Miguel Buenaposada, Luis Baumela
TL;DR
通过深度学习的多任务方法，提出了一种可以同时处理头部姿势、人脸对准和可见性的网络结构，相比现有技术，在头部姿势和可见性方面均取得了最佳表现，在人脸对准方面也达到了和现有技术同等的状态。
Abstract
We present a
deep learning
-based multi-task approach for
head pose estimation
in images. We contribute with a network architecture and training strategy that harness the strong dependencies among face pose, align
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