A review on video summarization techniques

P Meena, H Kumar, SK Yadav - Engineering Applications of Artificial …, 2023 - Elsevier
The exponential growth of technology has resulted in a profusion of advanced imaging
devices and eases internet accessibility, leading to an increase in the creation and use of …

CNN‐Based Automatic Helmet Violation Detection of Motorcyclists for an Intelligent Transportation System

T Waris, M Asif, MB Ahmad, T Mahmood… - Mathematical …, 2022 - Wiley Online Library
An intelligent transportation system (ITS) is an advanced application that supports multiple
transport and traffic management modes. ITS services include calling for emergency rescue …

Personalized Video Summarization: A Comprehensive Survey of Methods and Datasets

M Peronikolis, C Panagiotakis - Applied Sciences, 2024 - mdpi.com
In recent years, the scientific and technological developments have led to an explosion of
available videos on the web, increasing the necessity of fast and effective video analysis …

Object detection based approach for an efficient video summarization with system statistics over cloud

A Negi, K Kumar, P Saini… - 2022 IEEE 9th Uttar …, 2022 - ieeexplore.ieee.org
The tremendous volume of video data generated by industrial surveillance networks
presents a number of difficulties when examining such videos for a variety of purposes …

[HTML][HTML] Privacy preserved video summarization of road traffic events for IoT smart cities

M Tahir, Y Qiao, N Kanwal, B Lee, MN Asghar - Cryptography, 2023 - mdpi.com
The purpose of smart surveillance systems for automatic detection of road traffic accidents is
to quickly respond to minimize human and financial losses in smart cities. However, along …

Detection of traffic rule violation in University campus using deep learning model

P Chaturvedi, K Lavingia, G Raval - International Journal of System …, 2023 - Springer
Implementing and monitoring traffic rules are essential for reducing accident rates and traffic
rule violations. The automated traffic rule monitoring system ensures strict adherence to the …

Real-Time Event-Driven Road Traffic Monitoring System Using CCTV Video Analytics

M Tahir, Y Qiao, N Kanwal, B Lee, MN Asghar - IEEE Access, 2023 - ieeexplore.ieee.org
Closed-circuit television (CCTV) systems have become pivotal tools in modern urban
surveillance and traffic management, contributing significantly to road safety and security …

Auto encoder with mode‐based learning for keyframe extraction in video summarization

PG Shambharkar, R Goel - Expert Systems, 2023 - Wiley Online Library
The exponential increase in video consumption has created new difficulties for browsing
and navigating through video more effectively and efficiently. Researchers are interested in …

[HTML][HTML] Behavioral Profiling for Adaptive Video Summarization: From Generalization to Personalization

P Kadam, D Vora, S Patil, S Mishra, V Khairnar - MethodsX, 2024 - Elsevier
In today's world of managing multimedia content, dealing with the amount of CCTV footage
poses challenges related to storage, accessibility and efficient navigation. To tackle these …

[PDF][PDF] Privacy Preserved Video Summarization of Road Traffic Events for IoT Smart Cities. Cryptography 2023, 7, 7

M Tahir, Y Qiao, N Kanwal, B Lee, MN Asghar - 2023 - researchgate.net
The purpose of smart surveillance systems for automatic detection of road traffic accidents is
to quickly respond to minimize human and financial losses in smart cities. However, along …