A comprehensive study towards high-level approaches for weapon detection using classical machine learning and deep learning methods
Surveillance systems do not give a rapid response to deal with suspicious activities such as
armed robbery in public places. Consequently, there is a need for technology that can …
armed robbery in public places. Consequently, there is a need for technology that can …
[HTML][HTML] Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization
Y Himeur, S Al-Maadeed, H Kheddar… - … Applications of Artificial …, 2023 - Elsevier
Recently, developing automated video surveillance systems (VSSs) has become crucial to
ensure the security and safety of the population, especially during events involving large …
ensure the security and safety of the population, especially during events involving large …
[HTML][HTML] Comparative analysis of skeleton-based human pose estimation
Human pose estimation (HPE) has become a prevalent research topic in computer vision.
The technology can be applied in many areas, such as video surveillance, medical …
The technology can be applied in many areas, such as video surveillance, medical …
Yoga pose classification: a CNN and MediaPipe inspired deep learning approach for real-world application
Yoga is a centuries-old style of exercise followed by sports personnel, patients, and
physiotherapist as their regime. A correct posture and technique are the key points in yoga …
physiotherapist as their regime. A correct posture and technique are the key points in yoga …
YH-Pose: Human pose estimation in complex coal mine scenarios
XQ Dong, XC Wang, BJ Li, HY Wang, GC Chen… - … Applications of Artificial …, 2024 - Elsevier
Human pose estimation in continuous video frames captured from complex coal mine
scenes is challenging. The video frames in this scene may suffer from problems such as …
scenes is challenging. The video frames in this scene may suffer from problems such as …
[HTML][HTML] Identity-preserved human posture detection in infrared thermal images: A benchmark
Y Guo, Y Chen, J Deng, S Li, H Zhou - Sensors, 2022 - mdpi.com
Human pose estimation has a variety of real-life applications, including human action
recognition, AI-powered personal trainers, robotics, motion capture and augmented reality …
recognition, AI-powered personal trainers, robotics, motion capture and augmented reality …
Conditioned cooperative training for semi-supervised weapon detection
Violent assaults and homicides occur daily, and the number of victims of mass shootings
increases every year. However, this number can be reduced with the help of Closed Circuit …
increases every year. However, this number can be reduced with the help of Closed Circuit …
Robust weapon detection in dark environments using Yolov7-DarkVision
Currently, weapon detection through video surveillance has been extensively studied using
deep learning techniques by researchers. However, limited attention has been given to the …
deep learning techniques by researchers. However, limited attention has been given to the …
YOLOv5-based weapon detection systems with data augmentation
L Sumi, S Dey - International Journal of Computers and …, 2023 - Taylor & Francis
Closed-Circuit Television (CCTV) cameras in public places have become more prominent
with the rising firearm-related criminal activities, such as robberies, open firing, threats at …
with the rising firearm-related criminal activities, such as robberies, open firing, threats at …
Pose4gun: a pose-based machine learning approach to detect small firearms from visual media
R Chatterjee, A Chatterjee - Multimedia Tools and Applications, 2023 - Springer
Violence due to firearms is a menace and is growing across the globe. Mostly small firearms
such as pistols and revolvers are used in close proximity for violence in public places. Our …
such as pistols and revolvers are used in close proximity for violence in public places. Our …