Review of emergency vehicle detection techniques by acoustic signals

K Choudhury, D Nandi - Transactions of the Indian National Academy of …, 2023 - Springer
The performance of emergency vehicle prioritization system is determined by its efficiency in
reducing the response time of the vehicles detected. Emergency vehicle (EV) detection is …

Acoustic features for deep learning-based models for emergency siren detection: An evaluation study

M Cantarini, A Brocanelli, L Gabrielli… - … Symposium on Image …, 2021 - ieeexplore.ieee.org
Emergency Siren Detection is a topic of great importance for road safety. Nowadays, the
design of cars with every comfort has improved the quality of driving, but distractions have …

Alarm sound detection using topological signal processing

T Fireaizen, S Ron, O Bobrowski - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
We present a novel approach to alarm sound detection using topological data analysis. Our
main focus is on proposing a new set of robust features, based on algebraic topology, that …

TB-MFCC multifuse feature for emergency vehicle sound classification using multistacked CNN–Attention BiLSTM

TM Nithya, P Dhivya, SN Sangeethaa… - … Signal Processing and …, 2024 - Elsevier
Vehicles equipped for emergencies like ambulances, fire engines, and police cruisers play a
vital role in society by responding quickly to emergencies and helping to prevent loss of life …

An advanced multimodal driver-assistance prototype for emergency-vehicle detection

L Gabrielli, L Migliorelli, M Cantarini… - Integrated …, 2024 - content.iospress.com
In the automotive industry, intelligent monitoring systems for advanced human-vehicle
interaction aimed at enhancing the safety of drivers and passengers represent a rapidly …

Ambulance siren detection using an MFCC based support vector machine

DC Chinvar, M Rajat, RL Bellubbi… - … on Mobile Networks …, 2021 - ieeexplore.ieee.org
This paper proposes a mechanism to accurately identify ambulance sirens using an audio
signal processing technique and an ML algorithm to provide consistent predictions. The …

Hybrid Classification Model For Acoustic-Based Emergency Vehicle Detection

A Chandra, G Singh - 2023 6th International Conference on …, 2023 - ieeexplore.ieee.org
In our daily lives, transportation holds a significant priority in today's fast-paced world. This
research proposes an innovative method that makes use of vehicle-to-infrastructure …

Automatic Detection of Ambulance Vehicles in Day and Night Conditions in Surveillance Videos

K Choroś - International Conference on Computational Collective …, 2024 - Springer
Abstract Analysis of surveillance videos is one of the most important task in the computer
vision area. Street traffic monitoring is useful for developing the traffic light systems at road …

Siren Detector in Public Vehicles

V Sathya, N Kumar, V Saiganesh… - … Conference on Power …, 2024 - ieeexplore.ieee.org
The significant challenges posed by the increasing population and its impact on road safety,
especially in India for its 17% share of the world's population, need innovative solutions. Our …

Internet of Things-Based Smart Traffic Light System for Hassle Free Movement of Emergency Vehicles

S Muthurajkumar, DG VK… - Handbook of Research …, 2023 - igi-global.com
Given the increasing number of vehicles on the road, the intensity of vehicular traffic in cities
has tremendously increased. Because of the heavy traffic, there are often traffic delays on …