Camera-Based Log System for Human Physical Distance Tracking in Classroom

Deepaisarn, Somrudee; Angkoonsawaengsuk, Angkoon; Arunkit, Charn; Srisumarnk, Chayud; Nimmanwatthana, Krongkan; Linphrachaya, Nanmanas; Chiewnawintawat, Nattapol; Tanthanathewin, Rinrada; Seinglek, Sivakorn; Buaruk, Suphachok; Sornlertlamvanich, Virach

doi:10.23919/apsipaasc55919.2022.9980055

Cited by 2 publications

(1 citation statement)

References 24 publications

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“…The system does not identify individuals, but instead records their location for the purpose of monitoring physical distancing. The research mainly focuses on two main aspects: detecting a person's location and detecting seat positions [7].…”

Section: Indoor Camera-based System For Human Physical Distance Trackingmentioning

confidence: 99%

Thammasat AI City Distributed Platform: Enhancing Social Distribution and Ambient Lighting

Sornlertlamvanich,

Charoenporn,

Deepaisarn

2024

Frontiers in Artificial Intelligence and Applications

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The Thammasat AI City distributed platform is a proposed AI platform designed to enhance city intelligent management. It addresses the limitations of current smart city architecture by incorporating cross-domain data connectivity and machine learning to support comprehensive data collection. In this study, we delve into two main areas, that is, monitoring and visualization of city ambient lighting, and indoor human physical distance tracking. The smart street light monitoring system provides real-time visualization of street lighting status, energy consumption, and maintenance requirement, which helps to optimize energy consumption and maintenance reduction. The indoor camera-based system for human physical distance tracking can be used in public spaces to monitor social distancing and ensure public safety. The overall goal of the platform is to improve the quality of life in urban areas and align with sustainable urban development concepts.

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Section: Indoor Camera-based System For Human Physical Distance Trackingmentioning

confidence: 99%

Thammasat AI City Distributed Platform: Enhancing Social Distribution and Ambient Lighting

Sornlertlamvanich,

Charoenporn,

Deepaisarn

2024

Frontiers in Artificial Intelligence and Applications

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Smart Classrooms: How Sensors and AI Are Shaping Educational Paradigms

Zhang,

Ding,

Huang

et al. 2024

Sensors

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The integration of advanced technologies is revolutionizing classrooms, significantly enhancing their intelligence, interactivity, and personalization. Central to this transformation are sensor technologies, which play pivotal roles. While numerous surveys summarize research progress in classrooms, few studies focus on the integration of sensor and AI technologies in developing smart classrooms. This systematic review classifies sensors used in smart classrooms and explores their current applications from both hardware and software perspectives. It delineates how different sensors enhance educational outcomes and the crucial role AI technologies play. The review highlights how sensor technology improves the physical classroom environment, monitors physiological and behavioral data, and is widely used to boost student engagements, manage attendance, and provide personalized learning experiences. Additionally, it shows that combining sensor software algorithms with AI technology not only enhances the data processing and analysis efficiency but also expands sensor capabilities, enriching their role in smart classrooms. The article also addresses challenges such as data privacy protection, cost, and algorithm optimization associated with emerging sensor technologies, proposing future research directions to advance educational sensor technologies.

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Camera-Based Log System for Human Physical Distance Tracking in Classroom

Cited by 2 publications

References 24 publications

Thammasat AI City Distributed Platform: Enhancing Social Distribution and Ambient Lighting

Thammasat AI City Distributed Platform: Enhancing Social Distribution and Ambient Lighting

Smart Classrooms: How Sensors and AI Are Shaping Educational Paradigms

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