Towards Transfer Learning Based Human Anomaly Detection in Videos

A Garg, S Nigam, R Singh - International Conference on Data Science and …, 2023 - Springer
In the present era, the crime rates increase day by day, in such situations, humans keep
security as a topmost priority in their daily lives. As a result, the demands of surveillance …

Deep-Learning Algorithms for Video Anomaly Detection: A Mini-Review

K Okokpujie, QB Sodipo… - … and Applied Science …, 2023 - ieeexplore.ieee.org
With the increasing demand for security in the day-to-day lives of people, especially when in
public spaces, surveillance system helps to monitor human behavior, prevent illegal …

Transfer learning for video anomaly detection

S Bansod, A Nandedkar - Journal of Intelligent & Fuzzy …, 2019 - content.iospress.com
Anomaly detection from crowd is a widely addressed problem in the field of computer vision.
It is an essential part of video surveillance and security. In surveillance videos, very little …

Deep learning-based anomaly detection in video surveillance: A survey

HT Duong, VT Le, VT Hoang - Sensors, 2023 - mdpi.com
Anomaly detection in video surveillance is a highly developed subject that is attracting
increased attention from the research community. There is great demand for intelligent …

A Survey of Deep Learning Solutions for Anomaly Detection in Surveillance Videos

JG Munyua, GM Wambugu, ST Njenga - 2021 - repository.mut.ac.ke
Deep learning has proven to be a landmark computing approach to the computer vision
domain. Hence, it has been widely applied to solve complex cognitive tasks like the …

[PDF][PDF] Review on Deep Learning Approaches for Anomaly Event Detection in Video Surveillance. Electronics 2023, 12, 29

SA Jebur, KA Hussein, HK Hoomod, L Alzubaidi… - 2022 - academia.edu
In the last few years, due to the continuous advancement of technology, human behavior
detection and recognition have become important scientific research in the field of computer …

Deep Learning-Based Anomaly Detection on Surveillance Videos: Recent Advances

AFD Marsiano, I Soesanti… - … Conference of Advanced …, 2019 - ieeexplore.ieee.org
Surveillance cameras number keep increasing from year to year, in 2017 alone estimated
106 million new CCTV installed. Surveillance cameras are installed to widen surveillance …

Human anomaly detection in surveillance videos: a review

K Chidananda, AP Siva Kumar - Information and Communication …, 2022 - Springer
This paper presents an exhaustive survey on different approaches for human anomaly
detection which has most significance in the field of computer vision due to its many …

Review on deep learning approaches for anomaly event detection in video surveillance

SA Jebur, KA Hussein, HK Hoomod, L Alzubaidi… - Electronics, 2022 - mdpi.com
In the last few years, due to the continuous advancement of technology, human behavior
detection and recognition have become important scientific research in the field of computer …

Residual Attention based Long Short-Term Memory for Anomaly Human Behaviour Detection

SP Kala, MG Aruna, BPU Roy… - 2024 International …, 2024 - ieeexplore.ieee.org
The recognition of video anomaly is an effective computer vision task which played an
essential part in smart surveillance and safety of public however that is challenging because …