Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation

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Update:

Multi-person Human Pose Estimation

Guanghan Ning, Zhihai He Dual-Path Networks for Multi-Person Human Pose Estimation. PoseTrack Challenge, ICCV workshop, 2017 Entry Name: FractalNet [Challenge Results]

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Single Person Human Pose Estimation

Guanghan Ning, Zhi Zhang, Zhihai He Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation. IEEE Transactions on Multimedia, 2017 [Project Page] [PDF] [Github]

Results on MPII

Results on LSP

CITATION

If you find this work useful, please cite:

@ARTICLE{8064661, 
author={G. Ning and Z. Zhang and Z. He}, 
journal={IEEE Transactions on Multimedia}, 
title={Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation}, 
year={2017}, 
volume={PP}, 
number={99}, 
pages={1-1}, 
keywords={Fractal Networks;Human Pose Estimation;Knowledge-Guided Learning}, 
doi={10.1109/TMM.2017.2762010}, 
ISSN={1520-9210}, 
month={},}

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