Kalman Filter-Based Noise Reduction Framework for Posture Estimation Using Depth Sensor

机译：基于卡尔曼滤波器的降噪框架，用于使用深度传感器的姿势估计

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Significant benefits can be achieved through the integration of cognitive computing technologies in healthcare delivery services, including physiotherapy. The traditional approach to physiotherapy requires attaching a marker-based tracking device with the

机译：通过在医疗保健递送服务中的认知计算技术集成，包括物理疗法，可以实现显着的好处。传统的物理疗法方法需要附加基于标记的跟踪装置

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《IEEE International Conference on Cognitive Informatics and Cognitive Computing》|2019年|1 v.|共9页
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Ferdous Ahmed; A S M Hossain Bari; Brandon Sieu; Javad Sadeghi; Jeffrey Scholten; Marina L. Gavrilova;
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中图分类计算技术、计算机技术;
关键词
Cognitive computing; human-machine cooperation; motion denoising; posture correction; Kalman filter; body limb length estimation; Kinect sensor; physiotherapy;

机译：认知计算;人机合作;运动去噪;姿势矫正;卡尔曼过滤器;身体肢体长度估计;Kinect传感器;物理治疗;

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1. Experiment of a Quaternion-Based Extended Kalman Filter with Noise Reduction Technique Using MEMS Sensors for Attitude State Estimation [J] . Yin Ling, Karima Maach International Journal of Applied Research on Information Technology and Computing . 2012,第2期

机译：基于四元数的扩展降噪卡尔曼滤波器的降噪技术，利用MEMS传感器进行姿态状态估计的实验
2. Estimation of Parasitic Capacitance of Common Mode Noise in Vehicular Applications: An Unscented Kalman Filter-Based Approach [J] . Karimi Sepehr, Farjah Ebrahim, Ghanbari Teymoor, IEEE Transactions on Industrial Electronics . 2021,第8期

机译：估计车辆应用中共模噪声的寄生电容：基于无创的卡尔曼滤波器的方法
3. An interval Kalman filter-based fuzzy multi-sensor fusion approach for fault-tolerant heading estimation of an autonomous surface vehicle [J] . Motwani Amit, Liu Wenwen, Sharma Sanjay, Proceedings of the Institution of Mechanical Engineers, Part M. Journal of Engineering for the Maritime Environment . 2016,第3期

机译：基于区间卡尔曼滤波的模糊多传感器融合方法在自动水面航行器航向估计中的应用
4. Kalman Filter-Based Noise Reduction Framework for Posture Estimation Using Depth Sensor [C] . Ferdous Ahmed, A S M Hossain Bari, Brandon Sieu, IEEE International Conference on Cognitive Informatics and Cognitive Computing . 2019

机译：基于卡尔曼滤波器的降噪框架，用于深度传感器的姿态估计
5. Extended Kalman filter-based pruning algorithms and several aspects of neural network learning. [D] . Sum, John Pui-Fai. 1998

机译：基于扩展卡尔曼滤波器的修剪算法以及神经网络学习的多个方面。
6. On-Line Temperature Estimation for Noisy Thermal Sensors Using a Smoothing Filter-Based Kalman Predictor [O] . Xin Li, Xingtao Ou, Zhi Li, 2018

机译：使用基于平滑滤波器的卡尔曼预测器对噪声热传感器进行在线温度估算
7. On-Line Temperature Estimation for Noisy Thermal Sensors Using a Smoothing Filter-Based Kalman Predictor [O] . 2018

机译：使用平滑滤波器的Kalman预测器对嘈杂热传感器的在线温度估计

Kalman Filter-Based Noise Reduction Framework for Posture Estimation Using Depth Sensor

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