From sensors to safety: Internet of Emergency Services (IoES) for emergency response and disaster management

R Damaševičius, N Bacanin, S Misra - Journal of Sensor and Actuator …, 2023‏ - mdpi.com
The advancement in technology has led to the integration of internet-connected devices and
systems into emergency management and response, known as the Internet of Emergency …

[HTML][HTML] YOLOv8s-SNC: An improved safety-helmet-wearing detection algorithm based on YOLOv8

D Han, C Ying, Z Tian, Y Dong, L Chen, X Wu, Z Jiang - Buildings, 2024‏ - mdpi.com
The use of safety helmets in industrial settings is crucial for preventing head injuries.
However, traditional helmet detection methods often struggle with complex and dynamic …

Internet of things (IoT) for safety and efficiency in construction building site operations

AM Khan, KA Alrasheed, A Waqar, H Almujibah… - Scientific Reports, 2024‏ - nature.com
Abstract Internet of Things (IoT) technologies present transformative opportunities through
connectivity of intelligent devices, environmental sensors, and integrated management …

D‐HAT: A Diatom‐Inspired Structure for a Helmet Concept Against Trauma

L Musenich, L Strozzi, M Avalle… - Advanced Intelligent …, 2025‏ - Wiley Online Library
Helmets are critical for minimizing the risk of traumatic brain injuries in road accidents and
sports. Traditional designs feature a rigid outer shell and a deformable inner liner of foam for …

[HTML][HTML] Enhanced Occupational Safety in Agricultural Machinery Factories: Artificial Intelligence-Driven Helmet Detection Using Transfer Learning and Majority Voting

S Özüağ, Ö Ertuğrul - Applied Sciences, 2024‏ - mdpi.com
The objective of this study was to develop an artificial intelligence (AI)-driven model for the
detection of helmet usage among workers in tractor and agricultural machinery factories with …

Development of an AI-Integrated Smart Helmet for Motorcycle Accident Prevention: A Feasibility Study

C Pearkao, P Suthisopapan, A Jaitieng… - Journal of …, 2025‏ - Taylor & Francis
Introduction The purpose of this research was to develop a smart helmet, including
emphasizing the AI integration and the device's role in enhancing road safety with a …

Types of Augmented Reality Systems

J Peddie - Augmented Reality: Where We Will All Live, 2023‏ - Springer
One of the most important parts of augmented reality is the ability of the user to see his or her
environment. However, the augmented reality device also has to see it and that involves a …

Wearable sensor and AI algorithm integration for enhanced natural disaster preparedness and response

A Gobinath, P Rajeswari, M Anandan - Utilizing AI and Machine …, 2024‏ - igi-global.com
This chapter explores the innovative fusion of wearable sensor technologies and artificial
intelligence (AI) algorithms in the context of natural disaster preparedness and response …

[HTML][HTML] Research on Intelligent Monitoring and Protection Equipment of Vital Signs of Underground Personnel in Coal Mines

Y Liang, Y Liu, C Lu, D Cui, J Yang… - Sensors (Basel …, 2024‏ - pmc.ncbi.nlm.nih.gov
The coal industry is a high risk, high difficulty industry, and the annual global mine accident
rate is high, so the safety of coal mine underground operations has been a concern. With the …

An Overview of YOLO-Based Helmet Detection: Modifications and Advancements

S Al Mokdad, MA Talib… - … on Imaging, Signal …, 2024‏ - ieeexplore.ieee.org
Small objects detection is a major challenge in computer vision and one well-known
example of this is helmet detection. Helmets have a small size, which limits typical YOLO …