A survey of emergencies management systems in smart cities

DG Costa, JPJ Peixoto, TC Jesus, P Portugal… - IEEE …, 2022 - ieeexplore.ieee.org
The rapid urbanization process in the last century has deeply changed the way we live and
interact with each other. As most people now live in urban areas, cities are experiencing …

A new fractal H-tree pattern based gun model identification method using gunshot audios

S Dogan - Applied Acoustics, 2021 - Elsevier
Background Gun model identification (GMI) is a complex issue for digital forensics
examiners/professions. Because the GMI process is a highly costed process, and it is …

RISC: A Corpus for Shout Type Classification and Shout Intensity Prediction

T Fukumori, T Ishida, Y Yamashita - arXiv preprint arXiv:2306.04143, 2023 - arxiv.org
The detection of shouted speech is crucial in audio surveillance and monitoring. Although it
is desirable for a security system to be able to identify emergencies, existing corpora provide …

Efficient feature set developed for acoustic gunshot detection in open space

M Sigmund, M Hrabina - Elektronika ir Elektrotechnika, 2021 - eejournal.ktu.lt
This paper presents an efficient approach to automatic gunshot detection based on a
combination of two feature sets: adapted standard sound features and hand-crafted novel …

Analysis of the sound event detection methods and systems

A Kovalenko, A Poroshenko - Advanced Information Systems, 2022 - ais.khpi.edu.ua
Detection and recognition of loud sounds and characteristic noises can significantly
increase the level of safety and ensure timely response to various emergency situations …

[PDF][PDF] 利用加速度信号时频域特征的枪击识别研究

伍弘毅, 陈志聪, 吴丽君, 何虔恩 - 电子测量与仪器学报, 2022 - jemi.cnjournals.com
当前枪支射弹可靠检测及精确计数是枪弹管控的难点之一. 为提高基于加速度信号的射弹检测
算法的精度和可靠性, 提出一种新的射击信号时域特征提取方法—时域分段特征提取法 …

[PDF][PDF] Fast Detection and Classification of Dangerous Urban Sounds Using Deep Learning

Z Momynkulov, Z Dosbayev, A Suliman… - CMC-COMPUTERS …, 2023 - researchgate.net
Video analytics is an integral part of surveillance cameras. Compared to video analytics,
audio analytics offers several benefits, including less expensive equipment and upkeep …

Machine learning inspired efficient acoustic gunshot detection and localization system

MS Kabir, J Mir, C Rascon, MLUR Shahid… - University of Wah …, 2021 - uwjcs.org.pk
Gunshot detection and localization is a frontier technology in security systems. With an
increasing rate of shootings globally, gunshot events and directional awareness are crucial …

Evaluation of Auto Pilot Situational Awareness System Using Gunshot Detection Algorithm in a Localized Environment: Case Study Federal Polytechnic Offa, Mini …

MK Lawal, OA Alabi, AA O Otunola… - Asian Journal of …, 2022 - publish7promo.com
Gunshot detection technologies are more applicable in many industries for the security
enhancement of public places like the Federal Republic Territory FCT Abuja in Nigeria …

Acoustic Pre-training with Contrastive Learning for Gunshot Recognition

X Shen, S Ma, L Yang, Y Jiang, Z Xiao… - Proceedings of the 2023 …, 2023 - dl.acm.org
Gun control has become a serious social and political issue in some countries. Automatic,
accurate, and fast gunshot recognition technology can assist police in the identification of …