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Hand Pose Estimation

19 papers with code · Computer Vision
Subtask of Hand · Pose Estimation

Hand pose estimation is the task of finding the joints of the hand from an image or set of video frames.

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Latest papers with code

CrossInfoNet: Multi-Task Information Sharing Based Hand Pose Estimation

CVPR 2019 dumyy/handpose

This paper focuses on the topic of vision based hand pose estimation from single depth map using convolutional neural network (CNN).

HAND POSE ESTIMATION

76
01 Jun 2019

Normalized Diversification

CVPR 2019 B1ueber2y/NDiv

We introduce the concept of normalized diversity which force the model to preserve the normalized pairwise distance between the sparse samples from a latent parametric distribution and their corresponding high-dimensional outputs.

CONDITIONAL IMAGE GENERATION HAND POSE ESTIMATION

4
07 Apr 2019

End-to-end Hand Mesh Recovery from a Monocular RGB Image

25 Feb 2019MandyMo/HAMR

In this paper, we present a HAnd Mesh Recovery (HAMR) framework to tackle the problem of reconstructing the full 3D mesh of a human hand from a single RGB image.

HAND POSE ESTIMATION

119
25 Feb 2019
301
04 Dec 2018

MURAUER: Mapping Unlabeled Real Data for Label AUstERity

23 Nov 2018poier/murauer

In this work, we remove this requirement by learning to map from the features of real data to the features of synthetic data mainly using a large amount of synthetic and unlabeled real data.

HAND POSE ESTIMATION

11
23 Nov 2018

3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space

14 Jul 2018masabdi/LSPS

In this paper, we propose a novel method that seeks to predict the 3d position of the hand using both synthetic and partially-labeled real data.

HAND POSE ESTIMATION

45
14 Jul 2018

Learning Pose Specific Representations by Predicting Different Views

CVPR 2018 poier/PreView

To exploit this observation, we train a model that -- given input from one view -- estimates a latent representation, which is trained to be predictive for the appearance of the object when captured from another viewpoint.

HAND POSE ESTIMATION

59
10 Apr 2018

Cross-modal Deep Variational Hand Pose Estimation

CVPR 2018 spurra/vae-hands-3d

Furthermore, we show that our proposed method can be used without changes on depth images and performs comparably to specialized methods.

HAND POSE ESTIMATION

68
30 Mar 2018

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

CVPR 2018 mks0601/V2V-PoseNet_RELEASE

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

3D POSE ESTIMATION HAND POSE ESTIMATION

183
11 Dec 2017

Dense 3D Regression for Hand Pose Estimation

CVPR 2018 melonwan/denseReg

Specifically, we decompose the pose parameters into a set of per-pixel estimations, i. e., 2D heat maps, 3D heat maps and unit 3D directional vector fields.

HAND POSE ESTIMATION

149
24 Nov 2017