6 citations · 6 across the 1 of their papers we have counts for
3 papers
cs.CV2019★ 6 cited
Global Context for Convolutional Pose Machines
Daniil Osokin
Convolutional Pose Machine is a popular neural network architecture for articulated pose estimation. In this work we explore its empirical receptive field and realize, that it can…
cs.CV2018
Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose
Daniil Osokin
In this work we adapt multi-person pose estimation architecture to use it on edge devices. We follow the bottom-up approach from OpenPose, the winner of COCO 2016 Keypoints Challen…
cs.CV2018
Development of Real-time ADAS Object Detector for Deployment on CPU
Alexander Kozlov, Daniil Osokin
In this work, we outline the set of problems, which any Object Detection CNN faces when its development comes to the deployment stage and propose methods to deal with such difficul…