3D Pose Estimation Techniques

This area of research focuses on methods and technologies for estimating human poses in three-dimensional spaces without the use of markers. Innovations in deep learning and real-time tracking are key focal points.

pose estimation
3D tracking
deep learning
markerless tracking
human motion
computer vision

6,674 papers

Parent topic: Augmented and Virtual Reality Technologies

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Papers Over Time

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Top Papers

DeepLabCut: Markerless Pose Estimation Of User-Defined Body Parts With Deep Learning

2018 · 3,526 citations

Pfinder: Real-Time Tracking Of The Human Body

1997 · 2,862 citations

Human3.6M: Large Scale Datasets And Predictive Methods For 3D Human Sensing In Natural Environments

2014 · 2,234 citations

NTU RGB+D: A Large Scale Dataset For 3D Human Activity Analysis

2016 · 1,922 citations

Automatic Generation And Detection Of Highly Reliable Fiducial Markers Under Occlusion

2014 · 1,797 citations

End-to-End Recovery Of Human Shape And Pose

2018 · 1,180 citations

Simple Baselines For Human Pose Estimation And Tracking

2018 · 1,148 citations

NTU RGB+D 120: A Large-Scale Benchmark For 3D Human Activity Understanding

2020 · 986 citations

A Simple Yet Effective Baseline For 3D Human Pose Estimation

2017 · 967 citations

HumanEva: Synchronized Video And Motion Capture Dataset And Baseline Algorithm For Evaluation Of Articulated Human Motion

2009 · 830 citations

DensePose: Dense Human Pose Estimation In The Wild

2018 · 779 citations

Keep It SMPL: Automatic Estimation Of 3D Human Pose And Shape From A Single Image

2016 · 734 citations

Efficient Model-Based 3D Tracking Of Hand Articulations Using Kinect

2011 · 547 citations

Recovering 3D Human Pose From Monocular Images

2006 · 536 citations

UTD-MHAD: A Multimodal Dataset For Human Action Recognition Utilizing A Depth Camera And A Wearable Inertial Sensor

2015 · 509 citations

ARTag, A Fiducial Marker System Using Digital Techniques

0 · 501 citations

Multi-context Attention For Human Pose Estimation

2017 · 493 citations

Recovering Accurate 3D Human Pose In The Wild Using IMUs And A Moving Camera

2018 · 490 citations

Semantic 3D Object Maps For Everyday Manipulation In Human Living Environments

2010 · 480 citations

Interpretable 3D Human Action Analysis With Temporal Convolutional Networks

2017 · 470 citations