Real-time human posture recognition using an adaptive hybrid classifier
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-020-01182-8
Abstract: A reliable adaptive hybrid classifier ( hAHC ), which combines a posture-based adaptive signal segmentation algorithm with a multi-layer perceptron (MLP) classifier, together with a plurality voting approach, was proposed and evaluated in this study.… read more here.
Keywords: posture recognition; real time; adaptive hybrid; time ... See more keywords
A New Method of Posture Recognition Based on WiFi Signal
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2021.3081135
Abstract: Due to the disadvantages of traditional posture recognition technologies in cameras and sensors, such as expensive, blind spots and complex deployment, a new method of posture recognition based on WiFi signals is proposed. In this… read more here.
Keywords: posture recognition; new method; method posture; recognition based ... See more keywords
Role of Human Body Posture Recognition Method Based on Wireless Network Kinect in Line Dance Aerobics and Gymnastics Training
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Communications and Mobile Computing"
DOI: 10.1155/2021/9208891
Abstract: With the rapid development of the information society, human body gesture recognition has become an important technology for human-computer interaction. This paper combines Kinect’s human bone monitoring technology with auxiliary gymnastics training. The gymnastics and… read more here.
Keywords: body posture; human body; posture; posture recognition ... See more keywords
Body-Posture Recognition by Undergraduate Students Majoring in Physical Education and Other Disciplines
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2020.505543
Abstract: Humans are more proficient at processing visual display of body posture when the body is in upright orientation, compared to when inverted (inversion effect). Here we investigated whether extensive exposure or expertise on body posture… read more here.
Keywords: body posture; posture recognition; effect; body ... See more keywords
Posture Recognition Using Ensemble Deep Models under Various Home Environments
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10041287
Abstract: This paper is concerned with posture recognition using ensemble convolutional neural networks (CNNs) in home environments. With the increasing number of elderly people living alone at home, posture recognition is very important for helping elderly… read more here.
Keywords: recognition using; posture; posture recognition; home environments ... See more keywords
Raspberry Pi-Based Sleep Posture Recognition System Using AIoT Technique
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10030513
Abstract: The relationship between sleep posture and sleep quality has been studied comprehensively. Over 70% of chronic diseases are highly correlated with sleep problems. However, sleep posture monitoring requires professional devices and trained nursing staff in… read more here.
Keywords: system; based sleep; raspberry based; posture recognition ... See more keywords
Recurrent Network Solutions for Human Posture Recognition Based on Kinect Skeletal Data
Sign Up to like & getrecommendations! Published in 2023 at "Sensors"
DOI: 10.3390/s23115260
Abstract: Ambient Assisted Living (AAL) systems are designed to provide unobtrusive and user-friendly support in daily life and can be used for monitoring frail people based on various types of sensors, including wearables and cameras. Although… read more here.
Keywords: solutions human; posture recognition; network solutions; human posture ... See more keywords