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
PosMonitor: Fine-Grained Sleep Posture Recognition With mmWave Radar
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DOI: 10.1109/jiot.2023.3328866
Abstract: Sleep posture recognition is practically important in various scenarios, such as sleep healthcare, bedridden patient care, and chronic disease diagnosis. With concerns of user privacy preserving, we prefer the wireless sensing methods to computer vision… read more here.
Keywords: system; posmonitor; posture; posture recognition ... See more keywords
A New Method of Posture Recognition Based on WiFi Signal
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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
Structure-Regularized Clustering Domain Adaptation for Lying Posture Recognition under Category Shift
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2025.3618885
Abstract: Lying posture recognition plays a critical role in health-aware smart systems, such as smart beds and sleep monitoring devices. In this study, we utilize SleepMatrix (Registered trademark), a piezoelectric-array-based smart sensing platform, to collect high-resolution… read more here.
Keywords: posture; structure regularized; posture recognition; domain ... See more keywords
SmartSit: Sitting Posture Recognition Through Acoustic Sensing on Smartphones
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2024.3375761
Abstract: Long-term incorrect sitting undoubtedly will damage physical health. Recognizing bad sitting posture has been of particular interest recently due to the prevailing Internet of Healthcare Things (IoHT). While various sitting posture recognition systems based on… read more here.
Keywords: sitting posture; posture; posture recognition; acoustic sensing ... 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
Multi-person dance tiered posture recognition with cross progressive multi-resolution representation integration
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DOI: 10.1371/journal.pone.0300837
Abstract: Recognizing postures in multi-person dance scenarios presents challenges due to mutual body part obstruction and varying distortions across different dance actions. These challenges include differences in proximity and size, demanding precision in capturing fine details… read more here.
Keywords: dance; recognition; multi; resolution ... See more keywords
Exploiting the features of deep residual network with SVM classifier for human posture recognition
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DOI: 10.1371/journal.pone.0314959
Abstract: Over the last decade, there have been a lot of advances in the area of human posture recognition. Among multiple approaches proposed to solve this problem, those based on deep learning have shown promising results.… read more here.
Keywords: svm; human posture; posture; posture recognition ... See more keywords
Body-Posture Recognition by Undergraduate Students Majoring in Physical Education and Other Disciplines
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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
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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
Sitting Posture Recognition Systems: Comprehensive Literature Review and Analysis
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app14188557
Abstract: Sitting posture recognition systems have gained significant attention due to their potential applications in various domains, including healthcare, ergonomics, and human-computer interaction. This paper presents a comprehensive literature review and analysis of existing sitting posture… read more here.
Keywords: recognition systems; sitting posture; review; posture recognition ... See more keywords