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...

Full description

Bibliographic Details
Main Authors: Hao Fang, Jun-Qing Liu, Kai Xie, Peng Wu, Xin-Yu Zhang, Chang Wen, Jian-Biao He
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9568882/