DUA: A Domain-Unified Approach for Cross-Dataset 3D Human Pose Estimation

DUA: A Domain-Unified Approach for Cross-Dataset 3D Human Pose Estimation

Human pose estimation is an important Computer Vision problem, whose goal is to estimate the human body through joints. Currently, methods that employ deep learning techniques excel in the task of 2D human pose estimation. However, the use of 3D poses can bring more accurate and robust results. Sinc...

Full description

Bibliographic Details
Main Authors:	João Renato Ribeiro Manesco, Stefano Berretti, Aparecido Nilceu Marana
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Series:	Sensors
Subjects:	3D human pose estimation domain adaptation adversarial neural networks
Online Access:	https://www.mdpi.com/1424-8220/23/17/7312

Similar Items

Domain Adaptive Hand Pose Estimation Based on Self-Looping Adversarial Training Strategy
by: Rui Jin, et al.
Published: (2022-11-01)

Enhanced 3D Pose Estimation in Multi-Person, Multi-View Scenarios through Unsupervised Domain Adaptation with Dropout Discriminator
by: Junli Deng, et al.
Published: (2023-10-01)

THANet: Transferring Human Pose Estimation to Animal Pose Estimation
by: Jincheng Liao, et al.
Published: (2023-10-01)

The Progress of Human Pose Estimation: A Survey and Taxonomy of Models Applied in 2D Human Pose Estimation
by: Tewodros Legesse Munea, et al.
Published: (2020-01-01)

Exploring Rare Pose in Human Pose Estimation
by: Jihye Hwang, et al.
Published: (2020-01-01)

Buckle Pose Estimation Using a Generative Adversarial Network
by: Hanfeng Feng, et al.
Published: (2023-03-01)

Learning 3D Head Pose From Synthetic Data: A Semi-Supervised Approach
by: Shubhajit Basak, et al.
Published: (2021-01-01)

PosturePose: Optimized Posture Analysis for Semi-Supervised Monocular 3D Human Pose Estimation
by: Lawrence Amadi, et al.
Published: (2023-12-01)

A Large-Scale Mouse Pose Dataset for Mouse Pose Estimation
by: Jun Sun, et al.
Published: (2022-04-01)

A Survey on GAN-Based Data Augmentation for Hand Pose Estimation Problem
by: Farnaz Farahanipad, et al.
Published: (2022-03-01)

3D Human Pose Estimation With Generative Adversarial Networks
by: Hailun Xia, et al.
Published: (2020-01-01)

FilterformerPose: Satellite Pose Estimation Using Filterformer
by: Ruida Ye, et al.
Published: (2023-10-01)

Hierarchical Adversarial Network for Human Pose Estimation
by: Ibrahim Radwan, et al.
Published: (2019-01-01)

PosePropagationNet: Towards Accurate and Efficient Pose Estimation in Videos
by: Yu Liu, et al.
Published: (2020-01-01)

Local imperceptible adversarial attacks against human pose estimation networks
by: Fuchang Liu, et al.
Published: (2023-11-01)

Comparative Analysis of Skeleton-Based Human Pose Estimation
by: Jen-Li Chung, et al.
Published: (2022-12-01)

Multi-View Pose Generator Based on Deep Learning for Monocular 3D Human Pose Estimation
by: Jun Sun, et al.
Published: (2020-07-01)

Point Cloud Based Relative Pose Estimation of a Satellite in Close Range
by: Lujiang Liu, et al.
Published: (2016-06-01)

Human pose estimation using artificial intelligence
by: Zheng, Zhoudong
Published: (2024)

Efficient Sampling of Two-Stage Multi-Person Pose Estimation and Tracking from Spatiotemporal
by: Song Lin, et al.
Published: (2024-03-01)

Silhouette-Based 3D Human Pose Estimation Using a Single Wrist-Mounted 360° Camera
by: Ryosuke Hori, et al.
Published: (2022-01-01)

Dynamical Pose Estimation with Graduated Non-Convexity for Outlier Robustness
by: Torbjørn Smith, et al.
Published: (2022-04-01)

Multi‐view pose estimation with mixtures of parts and adaptive viewpoint selection
by: Emre Dogan, et al.
Published: (2018-06-01)

Bidirectional Temporal Pose Matching for Tracking
by: Yichuan Fang, et al.
Published: (2024-01-01)

SynPo-Net—Accurate and Fast CNN-Based 6DoF Object Pose Estimation Using Synthetic Training
by: Yongzhi Su, et al.
Published: (2021-01-01)

The babyPose dataset
by: Lucia Migliorelli, et al.
Published: (2020-12-01)

ConvNeXtPose: A Fast Accurate Method for 3D Human Pose Estimation and Its AR Fitness Application in Mobile Devices
by: Hong Son Nguyen, et al.
Published: (2023-01-01)

In-Bed Pose Estimation: Deep Learning With Shallow Dataset
by: Shuangjun Liu, et al.
Published: (2019-01-01)

Synthesizing Depth Hand Images with GANs and Style Transfer for Hand Pose Estimation
by: Wangyong He, et al.
Published: (2019-07-01)

An Adaptive Pose Fusion Method for Indoor Map Construction
by: Jinming Zhang, et al.
Published: (2021-11-01)

A New Multi-Person Pose Estimation Method Using the Partitioned CenterPose Network
by: Jiahua Wu, et al.
Published: (2021-05-01)

Research Progress of Deep Learning Methods in Two-dimensional Human Pose Estimation
by: ZHANG Guo-ping, MA Nan, Guan Huai-guang, WU Zhi-xuan
Published: (2022-12-01)

Confidence Measures for Deep Learning in Domain Adaptation
by: Simone Bonechi, et al.
Published: (2019-05-01)

Human-pose estimation based on weak supervision
by: Xiaoyan Hu, et al.
Published: (2023-08-01)

A 6DoF Pose Estimation Dataset and Network for Multiple Parametric Shapes in Stacked Scenarios
by: Xinyu Zhang, et al.
Published: (2021-11-01)

Unstable Landing Platform Pose Estimation Based on Camera and Range Sensor Homogeneous Fusion (CRHF)
by: Mohammad Sefidgar, et al.
Published: (2022-02-01)

WPO-Net: Windowed Pose Optimization Network for Monocular Visual Odometry Estimation
by: Nivesh Gadipudi, et al.
Published: (2021-12-01)

Ghost shuffle lightweight pose network with effective feature representation and learning for human pose estimation
by: Senquan Yang, et al.
Published: (2022-09-01)

Pose Estimation and Correcting Exercise Posture
by: Kanase Rahul Ravikant, et al.
Published: (2021-01-01)

Human Pose Estimation Using Deep Learning: A Systematic Literature Review
by: Esraa Samkari, et al.
Published: (2023-11-01)