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Pose Tracking

10 papers with code · Computer Vision

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Deep High-Resolution Representation Learning for Human Pose Estimation

CVPR 2019 leoxiaobin/deep-high-resolution-net.pytorch

We start from a high-resolution subnetwork as the first stage, gradually add high-to-low resolution subnetworks one by one to form more stages, and connect the mutli-resolution subnetworks in parallel.

INSTANCE SEGMENTATION KEYPOINT DETECTION MULTI-PERSON POSE ESTIMATION OBJECT DETECTION POSE TRACKING REPRESENTATION LEARNING

Simple Baselines for Human Pose Estimation and Tracking

ECCV 2018 Microsoft/human-pose-estimation.pytorch

There has been significant progress on pose estimation and increasing interests on pose tracking in recent years.

KEYPOINT DETECTION POSE TRACKING

Detect-and-Track: Efficient Pose Estimation in Videos

CVPR 2018 facebookresearch/DetectAndTrack

This paper addresses the problem of estimating and tracking human body keypoints in complex, multi-person video.

#5 best model for Pose Tracking on PoseTrack2017 (using extra training data)

HUMAN DETECTION MULTI-OBJECT TRACKING POSE ESTIMATION POSE TRACKING VIDEO UNDERSTANDING

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

7 May 2019Guanghan/lighttrack

To the best of our knowledge, this is the first paper to propose an online human pose tracking framework in a top-down fashion.

 SOTA for Pose Tracking on PoseTrack2017 (MAP metric )

POSE ESTIMATION POSE TRACKING VISUAL OBJECT TRACKING

Pose Flow: Efficient Online Pose Tracking

3 Feb 2018YuliangXiu/PoseFlow

Multi-person articulated pose tracking in unconstrained videos is an important while challenging problem.

#6 best model for Pose Tracking on PoseTrack2017 (using extra training data)

POSE TRACKING

6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints

23 Oct 2019j96w/6-PACK

We present 6-PACK, a deep learning approach to category-level 6D object pose tracking on RGB-D data.

6D POSE ESTIMATION 6D POSE ESTIMATION USING RGBD POSE TRACKING

PoseTrack: Joint Multi-Person Pose Estimation and Tracking

CVPR 2017 iqbalu/PoseTrack-CVPR2017

In this work, we introduce the challenging problem of joint multi-person pose estimation and tracking of an unknown number of persons in unconstrained videos.

MULTI-PERSON POSE ESTIMATION MULTI-PERSON POSE ESTIMATION AND TRACKING POSE TRACKING

Event-based Camera Pose Tracking using a Generative Event Model

7 Oct 2015uzh-rpg/rpg_image_reconstruction_from_events

Event-based vision sensors mimic the operation of biological retina and they represent a major paradigm shift from traditional cameras.

CAMERA LOCALIZATION EVENT-BASED VISION POSE TRACKING

Multi-view consensus CNN for 3D facial landmark placement

14 Oct 2019RasmusRPaulsen/Deep-MVLM

The current state-of-the-art approaches have yet to gain from the dramatic increase in performance reported in human pose tracking and 2D facial landmark placement due to the use of deep convolutional neural networks (CNN).

POSE TRACKING