[HTML][HTML] An analysis of artificial intelligence techniques in surveillance video anomaly detection: A comprehensive survey

E Şengönül, R Samet, Q Abu Al-Haija, A Alqahtani… - Applied Sciences, 2023 - mdpi.com
… First, it is important to note that the use of AI in surveillance video analysis has gained … A
comprehensive survey of state-of-the-art AI approaches for SVAD was conducted. This analysis

Fuzzy logic in surveillance big video data analysis: comprehensive review, challenges, and research directions

K Muhammad, MS Obaidat, T Hussain, JD Ser… - ACM computing …, 2021 - dl.acm.org
… logic for surveillance in the context of BVD. We carry out a comprehensive literature survey
of … in existing video analysis methods based on fuzzy logic for surveillance applications. We …

A comprehensive review on intelligent surveillance systems

SW Ibrahim - Communications in science and technology, 2016 - cst.kipmi.or.id
… ISS is able to automatically analyze image, video, audio or other type of surveillance data
without or with limited human intervention. The recent developments in sensor devices, …

Automated human behavior analysis from surveillance videos: a survey

D Gowsikhaa, S Abirami, R Baskaran - Artificial Intelligence Review, 2014 - Springer
… Earlier research work is insufficient for comprehensive analysis of human behavior. With
the … of a surveillance domain may be established. Such semantics may extend surveillance

A comprehensive solution for detecting events in complex surveillance videos

Y Zhu, K Zhou, M Wang, Y Zhao, Z Zhao - Multimedia Tools and …, 2019 - Springer
… Event detection in complex surveillance video is a much more … a comprehensive solution
framework based on pedestrian detection, deep key-pose detection and trajectory analysis. …

[PDF][PDF] Exploring behavior analysis in video surveillance applications

A Taha, HH Zayed, ME Khalifa… - International Journal of …, 2014 - academia.edu
… This survey has identified the need for further research in this direction, which will require
a comprehensive analysis of the specific environment, and its dynamic nature, prior to the …

A comprehensive review on vision-based violence detection in surveillance videos

FUM Ullah, MS Obaidat, A Ullah, K Muhammad… - ACM Computing …, 2023 - dl.acm.org
Comprehensive Review. We provide comprehensive reviews of each VD method, … , and
VD applications in both surveillance and non-surveillance domains. Next, we comparatively …

A Comprehensive Survey of Machine Learning Methods for Surveillance Videos Anomaly Detection

N Choudhry, J Abawajy, S Huda, I Rao - IEEE Access, 2023 - ieeexplore.ieee.org
… This approach utilizes two bags of video segments and assumes that … in surveillance videos.
This work also presents a novel dataset for detecting anomalies in traffic surveillance videos

Comprehensive analysis of object detection and tracking methodologies from surveillance videos

D Jani, A Mankodia - 2021 5th International Conference on …, 2021 - ieeexplore.ieee.org
… Object detection and tracking in surveillance videos refers to accurately identifying the …
the video sequence. Though having access to very high definition robust surveillance systems, …

A systematic review of intelligence video surveillance: Trends, techniques, frameworks, and datasets

GF Shidik, E Noersasongko, A Nugraha… - IEEE …, 2019 - ieeexplore.ieee.org
… a comprehensive and systematic review on the literature from various video surveillance
, and frameworks used in the field of video surveillance, to provide an in-depth explanation …