3D human pose estimation: A review of the literature and analysis of covariates. CVIU, 152:1-20, 2016. 2N. Sarafianos, B. Boteanu, B. Ionescu, and I. A. Kakadiaris. 3d human pose estimation: A review of the literature and analysis of covariates. Computer Vision and Image Under- ...
estimation versus lifting from 2D to 3D pose. The review work (Liu et al.2022) focuses on monocular 2D and 3D HPE. The work (Yan et al.2022) reviews the 3D HPE from classical methods to deep learning methods and includes learning methods. The survey (Tian et al.2023) centers on categ...
Here, we review the leading human pose estimation methods of the past five years, focusing on metrics, benchmarks and method structures. We propose a taxonomy based on accuracy, speed and robustness that we use to classify de methods and derive directions for future research. 展开 ...
人体姿态估计综述(Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods),程序员大本营,技术文章内容聚合第一站。
Several surveys on human pose estimation can be found in the literature, but they focus on a certain category; for example, model-based approaches or human motion analysis, etc. As far as we know, an overall review of this problem domain has yet to be provided. Furthermore, recent ...
Vision-based Human activity recognition is becoming a trendy area of research due to its wide application such as security and surveillance, human–co
A 2020 Human Pose Estimation Review (Part2:2D Top-Down Multi-Person Pose Estimation),程序员大本营,技术文章内容聚合第一站。
Transformer for Skeleton-based action recognition: A review of recent advances 2023, Neurocomputing Show abstract A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos 2023, ACM Computing Surveys MetaFi++: WiFi-Enabled Transformer-Based Human Pose Estimation for Metaverse Avatar ...
Several surveys on human pose estimation can be found in the literature, but they focus on a certain category; for example, model-based approaches or human motion analysis, etc. As far as we know, an overall review of this problem domain has yet to be provid...
includes three stages: bounding box detection, 2D pose prediction, and 3D pose optimization. These stages have been shown to be effective for human 3D pose estimation25,62,63. We release the machine learning models and the code of the pipeline athttps://github.com/google/mouse-pose-analysis....