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Motion Capturing in cricket with bare minimum hardware and optimised software: A comparison of MediaPipe and OpenPose

2024 First International Conference on Software, Systems and Information Technology (SSITCON)
In sports, wearable systems and optical systems are used to estimate human poses and calculate body angles using key points. Wearable systems are not suitable for use in an outdoor environment since they disturb to players.
Ishan Jayaweerage   +8 more
semanticscholar   +1 more source

Machine Learning Approach for Identification of Autism Spectrum Disorder from Video Using OpenPose

2024 27th International Conference on Computer and Information Technology (ICCIT)
Autism Spectrum Disorder (ASD) poses difficulties in early detection and intervention due to its complexity, which affects communication, social interaction, and behaviour.
Sumaiya Abul Kalam   +2 more
semanticscholar   +1 more source

Detection of back acupoints based on improved OpenPose

FAIML
It is better to use physiotherapy to solve sub-health problems than to medicine. Identifying acupoints is an important part of the physiotherapy. Currently, identifying acupoints is highly dependent on doctors, which is time-consuming and labor-intensive.
Yarong Zhang   +3 more
semanticscholar   +1 more source

Real-time multitarget fall detection based on OpenPose

6th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE 2023)
The frequent occurrence of falls among the elderly has attracted the attention of numerous research institutions and scholars at home and abroad as an important obstacle on the path to a healthy global aging population.
Nan Li, Yu Wang, Fangyu Liu, Wei Huang
semanticscholar   +1 more source

Human Action Recognition and Analysis Methods Based on OpenPose and Deep Learning

2024 International Conference on Integrated Circuits and Communication Systems (ICICACS)
Currently, commonly used human action recognition (HAR) methods include two categories: based on manual features and based on machine learning. However, these traditional methods often rely on handcrafted features, which require extensive domain ...
Yiyao Chen, Jing Zhang, Yingli Wang
semanticscholar   +1 more source

Core Training System with Real-Time Voice Feedbacks based on OpenPose

Global Conference on Consumer Electronics
This study developed and evaluated a system employing OpenPose to detect skeletal structures during core training exercises, specifically the plank, and to provide real-time audio feedback on posture.
Tokumi Hashimoto, Naoyuki Morimoto
semanticscholar   +1 more source

Difficulty Analyses of Yoga Poses with Center of Gravity Distribution of Body Area by OpenPose Keypoints Detection

2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)
In order to enhance the reliability of Yoga pose self-training systems, the analysis on difficulty grading is essential. Based on the OpenPose for two-dimensional pose estimation, which identifies various Yoga poses, comprehensive information on human ...
Cheng-Liang Shih   +5 more
semanticscholar   +1 more source

Comparative Analysis of Real-Time Multi-Person Pose Detection in Electrical Industrial Safety Scenarios Using YOLOv8-Pose and OpenPose

2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB)
We reviewed the application of modern technology for rapid and accurate multi-person real-time pose detection in the hazardous field of electrical engineering. We focused on two leading pose detection technologies: YOLOv8 and OpenPose.
Shang-Te Tsai   +5 more
semanticscholar   +1 more source

Ergonomic postural assessment using a new open-source human pose estimation technology (OpenPose)

International Journal of Industrial Ergonomics, 2021
Woojoo Kim   +2 more
exaly  

A Framework for Fall Detection Based on OpenPose Skeleton and LSTM/GRU Models

Applied Sciences (Switzerland), 2021
Chuan-Bi Lin   +2 more
exaly  

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