Crowd monitoring and localization using deep convolutional neural network: A review

A Khan, J Ali Shah, K Kadir, W Albattah, F Khan - Applied Sciences, 2020 - mdpi.com
Crowd management and monitoring is crucial for maintaining public safety and is an
important research topic. Developing a robust crowd monitoring system (CMS) is a …

Progress of IoT research technologies and applications serving Hajj and Umrah

MK Shambour, A Gutub - Arabian Journal for Science and Engineering, 2022 - Springer
The term IoT technology is associated with many fields, including scientific, commercial,
industrial, health, transportation and other fields, which became a necessity of daily life …

Digital revolution for Hajj crowd management: A technology survey

EA Felemban, FU Rehman, SAA Biabani… - IEEE …, 2020 - ieeexplore.ieee.org
Hajj, the annual pilgrimage to Makkah, is one of the most massive gathering events in the
world. It is a mandatory religious activity, once in a lifetime for every sane well-off Muslim …

[HTML][HTML] Review of analyses on crowd-gathering risk and its evaluation methods

W Weng, J Wang, L Shen, Y Song - Journal of safety science and resilience, 2023 - Elsevier
Overcrowding and stampedes may occur in public places with the gathering of crowds. To
mitigate and prevent risk, the accident mechanism and methods for monitoring and …

Solving hajj and umrah challenges using information and communication technology: a survey

AJ Showail - IEEE Access, 2022 - ieeexplore.ieee.org
Hajj and Umrah are Muslims' religious pilgrimages to Makkah, Saudi Arabia. Hajj is
considered the largest annual gathering in the world. In Islam, every adult is obligated to …

A technology survey on IoT applications serving Umrah and Hajj

M Binsawad, M Albahar - Applied Computational Intelligence …, 2022 - Wiley Online Library
Emerging technologies provide a highly compatible platform for analyzing substantial data
volumes relating to crowd management. These technologies are not only effective in …

Ultra large-scale crowd monitoring system architecture and design issues

Y Jiang, Y Miao, B Alzahrani, A Barnawi… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
This article proposes a novel ultralarge-scale crowd monitoring system, namely, the ULCM
system. The ULCM system enables advanced sensing and networking technologies aimed …

[PDF][PDF] Instant Counting & Vehicle Detection during Hajj Using Drones

AM Algamdi, HM Alghamdi - Journal of Image and Graphics, 2023 - researchgate.net
During the past decade, artificial intelligence technologies, especially Computer Vision (CV)
technologies, have experienced significant breakthroughs due to the development of deep …

Convolutional neural network for human crowd analysis: a review

Amrish, S Arya, S Kumar - Multimedia Tools and Applications, 2024 - Springer
This research paper presents a review of the use of convolutional neural networks (CNNs)
for human crowd analysis. The paper discusses the challenges and limitations of methods …

[HTML][HTML] Internet of Things (IoT) enabled smart queuing model to support massive safe crowd at Ka'aba

NS Alghamdi, MA Khan, H Karamti… - Alexandria Engineering …, 2022 - Elsevier
One of the important rituals that Muslims do on their pilgrimage to Makkah, which is called
Tawaf in Arabic, is a walk around the Ka'aba seven times. The space around the Ka'aba is …