MR-CapsNet: A Deep Learning Algorithm for Image-Based Head Pose Estimation on CapsNet

Head pose estimation based on a single image is a challenging endeavor because of the complex background conditions and characteristics of the human face. In this report, we propose a Multi stage Regression-Capsule Network (MR-CapsNet) to predict head posture based on a single image input. In the st...

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Bibliographic Details

Main Authors:	Hao Fang, Jun-Qing Liu, Kai Xie, Peng Wu, Xin-Yu Zhang, Chang Wen, Jian-Biao He
Format:	Artigo
Language:	Inglês
Published:	IEEE 2021-01-01
Series:	IEEE Access
Subjects:	Head pose estimation multi-stage regression squeeze-and-excitation block capsule network
Online Access:	https://ieeexplore.ieee.org/document/9568882/
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