Cargando…

G2O-Pose: Real-Time Monocular 3D Human Pose Estimation Based on General Graph Optimization

Monocular 3D human pose estimation is used to calculate a 3D human pose from monocular images or videos. It still faces some challenges due to the lack of depth information. Traditional methods have tried to disambiguate it by building a pose dictionary or using temporal information, but these metho...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sun, Haixun, Zhang, Yanyan, Zheng, Yijie, Luo, Jianxin, Pan, Zhisong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9657841/ https://www.ncbi.nlm.nih.gov/pubmed/36366035 http://dx.doi.org/10.3390/s22218335

Ejemplares similares

WPO-Net: Windowed Pose Optimization Network for Monocular Visual Odometry Estimation
por: Gadipudi, Nivesh, et al.
Publicado: (2021)

Human Pose Estimation from Monocular Images: A Comprehensive Survey
por: Gong, Wenjuan, et al.
Publicado: (2016)

Pose Estimation of Excavator Manipulator Based on Monocular Vision Marker System
por: Zhao, Jiangying, et al.
Publicado: (2021)

Monocular Pose Estimation of an Uncooperative Spacecraft Using Convexity Defect Features
por: Han, Haeyoon, et al.
Publicado: (2022)

Filtered pose graph for efficient kinect pose reconstruction
por: Plantard, Pierre, et al.
Publicado: (2016)

SDFPoseGraphNet: Spatial Deep Feature Pose Graph Network for 2D Hand Pose Estimation
por: Salman, Sartaj Ahmed, et al.
Publicado: (2023)

Incremental Pose Map Optimization for Monocular Vision SLAM Based on Similarity Transformation
por: Liu, Wenlei, et al.
Publicado: (2019)

Deep learning-based monocular placental pose estimation: towards collaborative robotics in fetoscopy
por: Ahmad, Mirza Awais, et al.
Publicado: (2020)

3D Pose Estimation and Tracking in Handball Actions Using a Monocular Camera
por: Šajina, Romeo, et al.
Publicado: (2022)

Unsupervised Monocular Depth and Camera Pose Estimation with Multiple Masks and Geometric Consistency Constraints
por: Zhang, Xudong, et al.
Publicado: (2023)

FilterformerPose: Satellite Pose Estimation Using Filterformer
por: Ye, Ruida, et al.
Publicado: (2023)

Finding the Optimal Pose of 2D LLT Sensors to Improve Object Pose Estimation
por: Heczko, Dominik, et al.
Publicado: (2022)

Drone Detection and Pose Estimation Using Relational Graph Networks
por: Jin, Ren, et al.
Publicado: (2019)

Monocular-Based 6-Degree of Freedom Pose Estimation Technology for Robotic Intelligent Grasping Systems
por: Liu, Tao, et al.
Publicado: (2017)

Monocular 3D Human Pose Markerless Systems for Gait Assessment
por: Zhu, Xuqi, et al.
Publicado: (2023)

Comparative Study of Relative-Pose Estimations from a Monocular Image Sequence in Computer Vision and Photogrammetry †
por: Tumurbaatar, Tserennadmid, et al.
Publicado: (2019)

Top-Down System for Multi-Person 3D Absolute Pose Estimation from Monocular Videos
por: El Kaid, Amal, et al.
Publicado: (2022)

Extracting spatial knowledge from track and field broadcasts for monocular 3D human pose estimation
por: Baumgartner, Tobias, et al.
Publicado: (2023)

PMIndoor: Pose Rectified Network and Multiple Loss Functions for Self-Supervised Monocular Indoor Depth Estimation
por: Chen, Siyu, et al.
Publicado: (2023)

Improved Graph Convolutional Neural Network for Dance Tracking and Pose Estimation
por: Zhang, Liangliang
Publicado: (2022)

Monocular Vision-Based Pose Determination in Close Proximity for Low Impact Docking
por: Liu, Gangfeng, et al.
Publicado: (2019)

Pose Determination of the Disc Cutter Holder of Shield Machine Based on Monocular Vision
por: Peng, Dandan, et al.
Publicado: (2022)

Iterative Pose Refinement for Object Pose Estimation Based on RGBD Data
por: Huang, Shao-Kang, et al.
Publicado: (2020)

Estimating Ground Reaction Forces from Two-Dimensional Pose Data: A Biomechanics-Based Comparison of AlphaPose, BlazePose, and OpenPose
por: Mundt, Marion, et al.
Publicado: (2022)

Comparison of Graph Fitting and Sparse Deep Learning Model for Robot Pose Estimation
por: Rodziewicz-Bielewicz, Jan, et al.
Publicado: (2022)

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
por: Hebert, Laetitia, et al.
Publicado: (2021)

Unsupervised 3D Reconstruction with Multi-Measure and High-Resolution Loss
por: Zheng, Yijie, et al.
Publicado: (2022)

Robot Localization in Water Pipes Using Acoustic Signals and Pose Graph Optimization
por: Worley, Rob, et al.
Publicado: (2020)

Road-Network-Map-Assisted Vehicle Positioning Based on Pose Graph Optimization
por: Xu, Shuchen, et al.
Publicado: (2023)

Well-posed optimization problems
por: Dontchev, Asen L, et al.
Publicado: (1993)

Automatic Real-Time Pose Estimation of Machinery from Images
por: Bertels, Marcel, et al.
Publicado: (2022)

Accuracy of Monocular Two-Dimensional Pose Estimation Compared With a Reference Standard for Kinematic Multiview Analysis: Validation Study
por: Stamm, Oskar, et al.
Publicado: (2020)

Improved Convolutional Pose Machines for Human Pose Estimation Using Image Sensor Data
por: Qiang, Baohua, et al.
Publicado: (2019)

Shift Pose: A Lightweight Transformer-like Neural Network for Human Pose Estimation
por: Chen, Haijian, et al.
Publicado: (2022)

MagicCubePose, A more comprehensive 6D pose estimation network
por: Li, Fudong, et al.
Publicado: (2023)

Pose ResNet: 3D Human Pose Estimation Based on Self-Supervision
por: Bao, Wenxia, et al.
Publicado: (2023)

Body-Worn IMU Human Skeletal Pose Estimation Using a Factor Graph-Based Optimization Framework
por: McGrath, Timothy, et al.
Publicado: (2020)

Coarse-to-Fine Hand–Object Pose Estimation with Interaction-Aware Graph Convolutional Network
por: Zhang, Maomao, et al.
Publicado: (2021)

Graph Convolutional Network for 3D Object Pose Estimation in a Point Cloud
por: Jung, Tae-Won, et al.
Publicado: (2022)

Center point to pose: Multiple views 3D human pose estimation for multi-person
por: Liu, Huan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_4i0t5l576vhnqtt7ks4smbq34t