A review of video surveillance systems

O Elharrouss, N Almaadeed, S Al-Maadeed - Journal of Visual …, 2021 - Elsevier
… Among these, analyses that are related to video surveillance are motion detection, tracking,
events, and anomalous detection in the scenes, crowd behavior, face recognition, and object

Design and implementation of abnormal behavior detection based on deep intelligent analysis algorithms in massive video surveillance

Y Hu - Journal of Grid Computing, 2020 - Springer
objects in the video. In order to accurately extract the motion … visual analysis, Table 1 shows
the accuracy of detection under different algorithms, which is convenient for visual analysis. …

Deep anomaly detection through visual attention in surveillance videos

N Nasaruddin, K Muchtar, A Afdhal, APJ Dwiyantoro - Journal of Big Data, 2020 - Springer
… extracting the visual attention region could benefit many other online tasks, such as video
object localization … Our work is limited to the anomaly events which contain the moving object. …

Deep learning approach for suspicious activity detection from surveillance video

CV Amrutha, C Jyotsna… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
system is using a pre-trained model called VGG-16(Visual … such a way to predict behavior
from the footage. The model is … video data was processed and the foreground objects were …

Real-time abnormal object detection for video surveillance in smart cities

PY Ingle, YG Kim - Sensors, 2022 - mdpi.com
Video surveillance can be used for earlier detection of such events. In this study, we … ,
TP On using feature descriptors as visual words for object detection within X-ray baggage …

A survey on deep learning-based real-time crowd anomaly detection for secure distributed video surveillance

K Rezaee, SM Rezakhani, MR Khosravi… - Personal and Ubiquitous …, 2024 - Springer
… of video processing, machine vision, and behavioral pattern … movements, analysis methods
of moving object trajectories … Visual image is received from a collection of library video frames …

An intelligent video analysis method for abnormal event detection in intelligent transportation systems

S Wan, X Xu, T Wang, Z Gu - … Intelligent Transportation Systems, 2020 - ieeexplore.ieee.org
objects of interests in real-time. Actually, with millions of traffic surveillance cameras installed,
video … The pipeline of VQA model based on multi-objective visual relationship detection is …

Video‐Based Detection Infrastructure Enhancement for Automated Ship Recognition and Behavior Analysis

X Chen, L Qi, Y Yang, Q Luo… - Journal of Advanced …, 2020 - Wiley Online Library
… (3) We can hardly obtain the visual spot traffic information straightforwardly from AIS system.
… Considering that ships are rigid objects, and bounding box on the same ship should share …

Real time object detection and trackingsystem for video surveillance system

S Jha, C Seo, E Yang, GP Joshi - Multimedia Tools and Applications, 2021 - Springer
… a system capable of real-time video surveillance in low-end edge computing environment
by combining object detection tracking algorithm. Recently, the accuracy of object detection …

A real-time video surveillance system for traffic pre-events detection

A Pramanik, S Sarkar, J Maiti - Accident Analysis & Prevention, 2021 - Elsevier
study, a conceptual framework is proposed for the development of a video surveillance-based
system … Therefore, in this study, the concept of granulation is used for object detection in …