Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose

The OpenCV Library

G. Bradski · 2000

Earlier work this paper cites.

Microsoft COCO: common objects in context

T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick · 2014

Earlier work this paper cites.

Very deep convolutional networks for large-scale image recognition

K. Simonyan and A. Zisserman · 2015

Earlier work this paper cites.

Deep Residual Learning for Image Recognition

K. He, X. Zhang, S. Ren, and J. Sun · 2016

Earlier work this paper cites.

PVANet: Lightweight Deep Neural Networks for Real-time Object Detection

Original

S. Hong, B. Roh, K.-H. Kim, Y. Cheon, and M. Park · 2016

Earlier work this paper cites.

Convolutional pose machines

S. Wei, V. Ramakrishna, T. Kanade, and Y. Sheikh · 2016

Cited alongside, same era.

Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

Z. Cao, T. Simon, S. Wei, and Y. Sheikh · 2017

Cited alongside, same era.

RMPE: Regional Multi-person Pose Estimation

H.-S. Fang, S. Xie, Y.-W. Tai, and C. Lu · 2017

Cited alongside, same era.

Mask R-CNN

K. He, G. Gkioxari, P. Dollár, and R. Girshick · 2017

Cited alongside, same era.

Mobilenets: Efficient convolutional neural networks for mobile vision applications

Original

A. G. Howard, M. Zhu, B. Chen, D. Kalenichenko, W. Wang, T. Weyand, M. Andreetto, and H. Adam · 2017

Cited alongside, same era.

https://software.intel.com/en-us/openvino-toolkit

OpenVINO Toolkit

Cited in the paper.

tf-pose-estimation

I. Kim

Cited in the paper.

Dilated residual networks

F. Yu, V. Koltun, and T. Funkhouser · 2017

Later among the works it cites.

Enabling full body ar with mask r-cnn2go

A. Jindal and et al · 2018

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MultiPoseNet: Fast multi-person pose estimation using pose residual network

M. Kocabas, S. Karagoz, and E. Akbas · 2018

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MobileNetV2: Inverted Residuals and Linear Bottlenecks

M. Sandler, A. G. Howard, M. Zhu, A. Zhmoginov, and L. Chen · 2018

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Simple Baselines for Human Pose Estimation and Tracking

B. Xiao, H. Wu, and Y. Wei · 2018

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