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   Articles with "posture classification" as a keyword



Pressure Sensor Array Resolution and Sleep Posture Classification

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recommendations! Published in 2025 at "Electronics Letters"

DOI: 10.1049/ell2.70305

Abstract: This study explores methods of classifying sleep posture using pressure sensor data with deep learning models. Considering the importance of sleep and the impact of sleep posture on health status, this study focused on identifying… read more here.

Keywords: posture classification; posture; array; pressure sensor ... See more keywords

Hardware Deployable Edge AI Solution for Posture Classification Using mmWave Radar and Low- Computational Machine Learning Model

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recommendations! Published in 2024 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2024.3416390

Abstract: Identifying correct human postures is crucial in areas, such as patient care, in hospitals. However, the traditional vision-based methods widely used for this purpose raise privacy concerns for the subject, and the other wearable sensor-based… read more here.

Keywords: posture classification; mmwave radar; low computational; radar ... See more keywords

Human Posture Classification Using Interpretable 3-D Fuzzy Body Voxel Features and Hierarchical Fuzzy Classifiers

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recommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"

DOI: 10.1109/tfuzz.2022.3177028

Abstract: This article proposes a human posture classification system to classify the four postures of standing, bending, sitting, and lying using three-dimensional (3-D) fuzzy body voxel features obtained from two cameras and hierarchical fuzzy classifiers (FCs).… read more here.

Keywords: posture classification; fuzzy body; classification; voxel features ... See more keywords

Addressing Ergonomic Challenges in Agriculture through AI-Enabled Posture Classification

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recommendations! Published in 2024 at "Applied Sciences"

DOI: 10.3390/app14020525

Abstract: In this study, we explored the application of Artificial Intelligence (AI) for posture detection in the context of ergonomics in the agricultural field. Leveraging computer vision and machine learning, we aim to overcome limitations in… read more here.

Keywords: classification; posture classification; challenges agriculture; addressing ergonomic ... See more keywords

A Deep-Learning-Based System for Pig Posture Classification: Enhancing Sustainable Smart Pigsty Management

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recommendations! Published in 2024 at "Sustainability"

DOI: 10.3390/su16072888

Abstract: This paper presents a deep-learning-based system for classifying pig postures, aiming to improve the management of sustainable smart pigsties. The classification of pig postures is a crucial concern for researchers investigating pigsty environments and for… read more here.

Keywords: classification; posture classification; system; pig posture ... See more keywords