《Real-time 3D Human Pose Estimation with a Single RGB Camera》是一篇研究论文,探讨如何利用单个RGB摄像头实现实时的三维人体姿态估计。该方法利用深度学习技术,通过对图像进行分析和处理,从而精准地捕捉人体的姿势和动作。研究者提出了一种创新的算法,能够在保持高效性的同时,提高姿态估计的准确性和稳定性。这种...
3D human hand pose estimation (HPE) is an essential methodology for smart human computer interfaces. Especially, 3D hand pose estimation without attached or hand-held sensors provides a more natural and convenient way. In this work, we present a HPE system with a single RGB-Depth camera and ...
Real-time multi-camera 3D human pose estimation at the edge for industrial applications 2024, Expert Systems with Applications Citation Excerpt : Among the many application fields, such as sports performance evaluation, gait analysis, and rehabilitation (Guo, Deligianni, Gu, & Yang, 2019), there ...
However, current methods for real-time human pose estimation face several significant challenges. These methods require processing large volumes of high-resolution image data rapidly, which demands considerable computational resources [2]. This is particularly difficult for mobile devices or embedded ...
Real-time 3D human pose estimation from monocular view with applications to event detection and video gaming 作者:Ke Shian Ru*; Zhu LiangJia; Hwang Jenq Neng; Pai Hung I; Lan Kung Ming; Liao Chih Pin 来源:2010 7th IEEE International Conference on Advanced Video and Signal Based, AVSS 2010...
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera We present the first real-time method to capture the full global 3D skeletal pose of a human in a stable, temporally consistent manner using a single RGB c... D Mehta,S Sridhar,O Sotnychenko,... - 《Acm Transactions ...
A tensorflow implementation of VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera. For the caffe model/weights required in the repository: please contact the author of the paper. Environments Python 3.x tensorflow-gpu 1.x pycaffe Usage Preparation Drop the pretrained caffe model...
To Appear in ACM TOG (SIGGRAPH 2017)VNect: Real-time 3D Human Pose Estimation with a Single RGBCameraDUSHYANT MEHTA 1,2 , SRINATH SRIDHAR 1 , OLEKSANDR SOTNYCHENKO 1 , HELGE RHODIN 1 , MO-HAMMAD SHAFIEI 1,2 , HANS-PETER SEIDEL 1 , WEIPENG XU 1 , DAN CASAS 3 , CHRISTIAN THEOB...
A tensorflow implementation of VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera. For the caffe model/weights required in the repository: please contact the author of the paper. Environments Python 3.x tensorflow-gpu 1.x pycaffe Setup Fedora 29 Install python dependencies: pi...
因此,本研究提出了一种基于YOLOv8x-pose的改进模型CCAM-Person,为了更好的帮助模型理解图像中不同尺寸的人,使用MRF模块替换模型的backbone部分的C2f卷积块以聚合更多的底层特征,用MFPN取代原有的PANet特征融合网络,在不同分辨率下保留更多的原始特征,上下文协调关注模块CCAM来增强模型对关键特征的关注,减少背景噪声干扰...