Introduction With the rapid development of artificial intelligence and machine learning
technology, image processing technology based on artificial intelligence and machine …

For Ensuring safety for the public and their property, detection of suspicious actions from
video surveillance is an important application in the rapid development of computer vision …

Facial recognition technology allows both the government and the general public to identify
individuals based on their facial features, even in cases of significant changes. However …

In existing works, accurately analyzing human activities is a complicated problem in public
places. Consequently, the detection of human activities becomes challenging the computer …

The advent of machine learning techniques and image processing techniques has led to
new research opportunities in this area. Machine learning has enabled automatic extraction …

In today's digital age, effective surveillance and anomaly detection systems are crucial.
YOLOv5, a cutting-edge real-time object detection model that stands out for its remarkable …

In today's world its getting common to have security breaches in closed and restricted activity
areas like ATM's and banks. this framework has been proposed to get over with these …

The necessity for standardized anomaly detection systems in financial transactions is driven
by the alarming increase in ATM fraud and criminal activities. Many techniques for detecting …

Advancements in ATM security have become critical due to rising incidents of theft and
vandalism. This review aims to evaluate the current state of movement and tampering …

Stress, in common parlance, is the negative emotional state that arises when people feel
overwhelmed by their responsibilities and cannot successfully do their daily tasks. There …