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3D Human Pose Estimation

50 papers with code · Computer Vision
Subtask of Pose Estimation

3D Human Pose Estimation is the task of estimating the pose of a human from a picture or set of video frames.

( Image credit: 3d-pose-baseline )

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Latest papers without code

Anatomy-aware 3D Human Pose Estimation in Videos

24 Feb 2020

In this work, we propose a new solution for 3D human pose estimation in videos.

3D HUMAN POSE ESTIMATION

AnimePose: Multi-person 3D pose estimation and animation

6 Feb 2020

3D animation of humans in action is quite challenging as it involves using a huge setup with several motion trackers all over the person's body to track the movements of every limb.

3D MULTI-PERSON POSE ESTIMATION 3D POSE ESTIMATION HUMAN DETECTION MULTI-PERSON POSE ESTIMATION POSE TRACKING TRAJECTORY PREDICTION

Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning

15 Jan 2020

We present MoVNect, a lightweight deep neural network to capture 3D human pose using a single RGB camera.

3D HUMAN POSE ESTIMATION 3D POSE ESTIMATION

ActiveMoCap: Optimized Drone Flight for Active Human Motion Capture

18 Dec 2019

The accuracy of monocular 3D human pose estimation depends on the viewpoint from which the image is captured.

3D HUMAN POSE ESTIMATION MOTION CAPTURE

DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image

9 Dec 2019

In this paper, we propose a two-stage fully 3D network, namely \textbf{DeepFuse}, to estimate human pose in 3D space by fusing body-worn Inertial Measurement Unit (IMU) data and multi-view images deeply.

3D HUMAN POSE ESTIMATION 3D POSE ESTIMATION

Sim2real transfer learning for 3D human pose estimation: motion to the rescue

NeurIPS 2019

In this paper, we show that standard neural-network approaches, which perform poorly when trained on synthetic RGB images, can perform well when the data is pre-processed to extract cues about the person’s motion, notably as optical flow and the motion of 2D keypoints.

3D HUMAN POSE ESTIMATION 3D POSE ESTIMATION OPTICAL FLOW ESTIMATION TRANSFER LEARNING

Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates

21 Nov 2019

3D human pose estimation is frequently seen as the task of estimating 3D poses relative to the root body joint.

3D HUMAN POSE ESTIMATION

Deep, robust and single shot 3D multi-person human pose estimation in complex images

8 Nov 2019

In this paper, we propose a new single shot method for multi-person 3D human pose estimation in complex images.

3D HUMAN POSE ESTIMATION

AbsPoseLifter: Absolute 3D Human Pose Lifting Network from a Single Noisy 2D Human Pose

26 Oct 2019

The proposed network estimates the absolute 3D location of a target subject and also outputs a considerably improved 3D relative pose estimation compared with those of existing pose lifting methods.

3D HUMAN POSE ESTIMATION