Exploring Human Crowd Patterns and Categorization in Video Footage for Enhanced Security and Surveillance using Computer Vision and Machine Learning

A Alazbah, K Fakeeh, O Rabie - arXiv preprint arXiv:2308.13910, 2023 - arxiv.org
Computer vision and machine learning have brought revolutionary shifts in perception for
researchers, scientists, and the general populace. Once thought to be unattainable, these …

Leveraging video data to better understand driver-pedestrian interactions in a smart city environment

T Li, J Cullom, R Stern - Proceedings of the Workshop on Data-Driven …, 2021 - dl.acm.org
New data sources such as video promise to provide insights into how humans navigate
urban infrastructure and enable analysis of human-in-the-loop interactions. This work …

Exploring the need and design for situated video analytics

F Alallah, Y Sakamoto, P Irani - … of the 2020 ACM Symposium on Spatial …, 2020 - dl.acm.org
Visual video analytics research, stemming from data captured by surveillance cameras,
have mainly focused on traditional computing paradigms, despite emerging platforms …

Hierarchical video surveillance architecture: A chassis for video big data analytics and exploration

SO Ajiboye, P Birch, C Chatwin… - Video Surveillance and …, 2015 - spiedigitallibrary.org
There is increasing reliance on video surveillance systems for systematic derivation,
analysis and interpretation of the data needed for predicting, planning, evaluating and …

[PDF][PDF] Video surveillance architecture at the edge

J McCann, L Quinn, S McGrath, C Flanagan - 2022 - easychair.org
This paper examines the use of digital video in public safety and surveillance systems.
Traditionally video recordings are used by law enforcement to review events retrospectively …

Video analytics architecture with metadata event-engine for urban safe cities

D Eneko Ruiz de Gauna, E Irigoyen, I Cejudo… - Proceedings of the …, 2021 - dl.acm.org
Intelligent video analysis from sources such as urban surveillance cameras is a prolific
research area today. Multiple types of computer architectures offer a wide range of …

Exploring Public's Perception of Safety and Video Surveillance Technology: A Survey Approach

BR Ardabili, AD Pazho, GA Noghre, V Katariya… - arXiv preprint arXiv …, 2023 - arxiv.org
Addressing public safety effectively requires incorporating diverse stakeholder perspectives,
particularly those of the community, which are often underrepresented compared to other …

Proactive spatiotemporal resource allocation and predictive visual analytics for community policing and law enforcement

A Malik, R Maciejewski, S Towers… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we present a visual analytics approach that provides decision makers with a
proactive and predictive environment in order to assist them in making effective resource …

Web-based interactive social media visual analytics

D Rodríguez-Baquero, J Zhang, DS Ebert, SA Matei - 2017 - docs.lib.purdue.edu
Real-time social media platforms enable quick information broadcasting and response
during disasters and emergencies. Analyzing the massive amount of generated data to …

Toulouse campus surveillance dataset: scenarios, soundtracks, synchronized videos with overlapping and disjoint views

T Malon, G Roman-Jimenez, P Guyot… - Proceedings of the 9th …, 2018 - dl.acm.org
In surveillance applications, humans and vehicles are the most important common elements
studied. In consequence, detecting and matching a person or a car that appears on several …