37 citations · 94 across the 9 of their papers we have counts for
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cs.CV2017★ 10 cited
Dual Path Networks for Multi-Person Human Pose Estimation
Guanghan Ning, Zhihai He
The task of multi-person human pose estimation in natural scenes is quite challenging. Existing methods include both top-down and bottom-up approaches. The main advantage of bottom…
cs.CV2017★ 16 cited
Knowledge Projection for Deep Neural Networks
Zhi Zhang, Guanghan Ning, Zhihai He
While deeper and wider neural networks are actively pushing the performance limits of various computer vision and machine learning tasks, they often require large sets of labeled d…
cs.CV2017★ 3 cited
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation
Guanghan Ning, Zhi Zhang, Zhihai He
Human pose estimation using deep neural networks aims to map input images with large variations into multiple body keypoints which must satisfy a set of geometric constraints and i…