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Digital Phenotyping of Sensation Seeking: A Machine Learning Approach Using Gait Analysis. [PDF]
Behav Sci (Basel)Li A, Yang K.
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A markerless system for gait analysis based on OpenPose library
2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2020 The paper reports the performance of a low-cost markerless system for 3D human motion detection and tracking, consisting of the open-source library OpenPose, two webcams and a linear triangulation algorithm. OpenPose is able to identify anatomical landmarks with a commercial webcam, using Convolutional Neural Networks trained on data obtained from ...
Erika D'Antonio +4 more
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ROpenPose: A Rapider OpenPose Model for Astronaut Operation Attitude Detection
IEEE Transactions on Industrial Electronics, 2022This article proposes a rapider OpenPose model (ROpenPose) to solve the posture detection problem of astronauts in a space capsule in a weightless environment. The ROpenPose model has three innovations as follows: 1) It uses MobileNets instead of VGG-19 to achieve lighter calculations while ensuring the accuracy of model recognition.
Edmond Qi Wu +5 more
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Towards balance assessment using Openpose
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021The ability to assess balance is essential to determine a patients ability to mitigate any risk of falling. While current assessment tools exist, they either have limitations in that there is no quantitative data recorded, or that they are impractical for general use in clinical settings.
Brighton Li +4 more
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Robot Motion Control Using OpenPose
2021Machine learning, computer vision, and artificial intelligence are an emerging topic in the field of robotics. Human cation recognition comes under computer vision and artificial intelligence which help to estimate the human body position. OpenPose is an open-source tool developed by Carnegie Mellon University that estimates human body parts by ...
C. Vighneshwara +2 more
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OpenPose’s Evaluation in The Video Traditional Martial Arts Presentation
2019 19th International Symposium on Communications and Information Technologies (ISCIT), 2019Preserving, maintaining and teaching traditional martial arts are very important activities in social life. That helps individuals preserve national culture, exercise and self-defense for people. However, traditional martial arts have many different postures and activities of the body and body parts.
Van-Hung Le +3 more
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Human Gait Analysis Using OpenPose
2019 Fifth International Conference on Image Information Processing (ICIIP), 2019Gait analysis refers to the scientific study of body movements that are responsible for locomotion in human beings. Gait parameters are known to be reliable indicators of neuromuscular and skeletal health. Gait analysis is used in the design of therapeutic paradigms for stroke and spinal cord injury rehabilitation.
Aditya Viswakumar +3 more
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