A review of video surveillance systems

O Elharrouss, N Almaadeed, S Al-Maadeed - Journal of Visual …, 2021 - Elsevier
… Then, characteristics of a video surveillance system is explored with the next section … of
video surveillance cameras. Finally, a detailed description of analysis of video surveillance

Deep anomaly detection through visual attention in surveillance videos

N Nasaruddin, K Muchtar, A Afdhal, APJ Dwiyantoro - Journal of Big Data, 2020 - Springer
… Similar to the previous UCF- Crime evaluation, we conduct a thorough analysis by examining
each video segment and measure its accuracy. As shown in qualitative measurements …

Application of region-based video surveillance in smart cities using deep learning

A Zahra, M Ghafoor, K Munir, A Ullah… - Multimedia Tools and …, 2024 - Springer
… For bulk video analysis the data should be light weight to prevent storage and quality … video
efficient surveillance video transmission for targeted visual analysis based on salient video

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
… In this section, we only discuss fuzzy logic-based techniques that are either applicable to
surveillance video analysis, or that can be extended to this domain. The concepts of transfer …

State-of-the-art violence detection techniques in video surveillance security systems: a systematic review

B Omarov, S Narynov, Z Zhumanov, A Gumar… - PeerJ Computer …, 2022 - peerj.com
… In this subsection, we provide general analysis to the obtained results. Figure 2 demonstrates
year-wise distribution of the papers that dedicated to violence detection. Figure 2A …

Human detection techniques for real time surveillance: A comprehensive survey

MA Ansari, DK Singh - Multimedia tools and applications, 2021 - Springer
… to detect, track and analysis of individual behavior for the surveillance. Surveillance is a very
… In the past, there had a manual method of human detection in surveillance videos. But, that …

A novel framework and concept-based semantic search Interface for abnormal crowd behaviour analysis in surveillance videos

E Hatirnaz, M Sah, C Direkoglu - Multimedia Tools and Applications, 2020 - Springer
… In this work, we introduce a complete surveillance system from low-level video analysis to
automated semantic annotation and finally an intelligent end-user interface using Semantic …

Abnormal activity recognition from surveillance videos using convolutional neural network

S Habib, A Hussain, W Albattah, M Islam, S Khan… - Sensors, 2021 - mdpi.com
… Table 15 summarises the comparative analysis of our proposed approach with the most
current methods. For instance, the Bag-of-Words technique has been suggested by [13] to …

Natural language description of videos for smart surveillance

A Dilawari, MUG Khan, YD Al-Otaibi, Z Rehman… - Applied Sciences, 2021 - mdpi.com
videos are twofold: (1) understanding the contents of video streams, and (2) conversion of
the video … In this paper, we have proposed a video description framework on a surveillance

Violence detection in videos for an intelligent surveillance system using MoBSIFT and movement filtering algorithm

IP Febin, K Jayasree, PT Joy - Pattern Analysis and Applications, 2020 - Springer
surveillance system is the idea of automatically recognizing suspicious activities in surveillance
videos … In this method, the surveillance videos are checked through a movement filtering …