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Pose Tracking

4 papers with code · Computer Vision

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Efficient Online Multi-Person 2D Pose Tracking With Recurrent Spatio-Temporal Affinity Fields

CVPR 2019 Yaadhav Raaj et al

Our approach uses only online inference and tracking, and is currently the fastest and the most accurate bottom-up approach that is runtime-invariant to the number of people in the scene and accuracy-invariant to input frame rate of camera.

POSE TRACKING

01 Jun 2019

Deep High-Resolution Representation Learning for Human Pose Estimation

CVPR 2019 Ke Sun et al

Most existing methods recover high-resolution representations from low-resolution representations produced by a high-to-low resolution network.

KEYPOINT DETECTION POSE TRACKING REPRESENTATION LEARNING

01 Jun 2019

Low-latency Visual SLAM with Appearance-Enhanced Local Map Building

19 May 2019Yipu Zhao et al

This paper describes an enhancement to co-visibility local map building by incorporating a strong appearance prior, which leads to a more compact local map and latency reduction in downstream data association.

POSE ESTIMATION POSE TRACKING

19 May 2019

Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking

6 May 2019Lu Sheng et al

In this paper, we propose a generative framework that unifies depth-based 3D facial pose tracking and face model adaptation on-the-fly, in the unconstrained scenarios with heavy occlusions and arbitrary facial expression variations.

POSE ESTIMATION POSE TRACKING

06 May 2019

Multigrid Predictive Filter Flow for Unsupervised Learning on Videos

2 Apr 2019Shu Kong et al

We introduce multigrid Predictive Filter Flow (mgPFF), a framework for unsupervised learning on videos.

OPTICAL FLOW ESTIMATION POSE TRACKING SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

02 Apr 2019

Human Pose Estimation using Motion Priors and Ensemble Models

26 Jan 2019Norimichi Ukita

Human pose estimation in images and videos is one of key technologies for realizing a variety of human activity recognition tasks (e. g., human-computer interaction, gesture recognition, surveillance, and video summarization).

GESTURE RECOGNITION HUMAN ACTIVITY RECOGNITION POSE ESTIMATION POSE TRACKING VIDEO SUMMARIZATION

26 Jan 2019

A Top-down Approach to Articulated Human Pose Estimation and Tracking

23 Jan 2019Guanghan Ning et al

Both the tasks of multi-person human pose estimation and pose tracking in videos are quite challenging.

POSE ESTIMATION POSE TRACKING

23 Jan 2019

Efficient Online Multi-Person 2D Pose Tracking with Recurrent Spatio-Temporal Affinity Fields

CVPR 2019 Yaadhav Raaj et al

We present an online approach to efficiently and simultaneously detect and track the 2D pose of multiple people in a video sequence.

POSE TRACKING

29 Nov 2018