Vision-based fight detection from surveillance cameras

Ş Aktı, GA Tataroğlu, HK Ekenel - 2019 Ninth International …, 2019 - ieeexplore.ieee.org
Vision-based action recognition is one of the most challenging research topics of computer
vision and pattern recognition. A specific application of it, namely, detecting fights from …

Video synopsis algorithms and framework: A survey and comparative evaluation

PY Ingle, YG Kim - Systems, 2023 - mdpi.com
With the increase in video surveillance data, techniques such as video synopsis are being
used to construct small videos for analysis, thereby saving storage resources. The video …

Trajectory-based surveillance analysis: A survey

SA Ahmed, DP Dogra, S Kar… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Due to the advancement of camera hardware and machine learning techniques, video
object tracking for surveillance has received noticeable attention from the computer vision …

Multiview abnormal video synopsis in real-time

PY Ingle, YG Kim - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The proliferation of surveillance cameras has resulted in an exponential growth in video
data, which has created several challenges for video data analysis, extraction, and storage …

Single camera surveillance video synopsis: a review and taxonomy

S Ghatak, S Rup - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Video surveillance is one of the most demanding technology to combat security threats. With
the huge amount of video data, the traditional surveillance solutions fail to review volumes of …

Interactive visualization-based surveillance video synopsis

K Namitha, A Narayanan, M Geetha - Applied Intelligence, 2022 - Springer
Video synopsis is an effective technique for the efficient analysis of long videos in a short
time. To generate a compact video, multiple tracks of moving objects, which we call as tubes …

Collision-free video synopsis incorporating object speed and size changes

Y Nie, Z Li, Z Zhang, Q Zhang, T Ma… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a new surveillance video synopsis method which performs much better
than previous approaches in terms of both compression ratio and artifact. Previously, a …

Preserving interactions among moving objects in surveillance video synopsis

A Narayanan - Multimedia Tools and Applications, 2020 - Springer
Video synopsis is an effective solution for fast browsing and retrieval of long surveillance
videos. It aims to shorten long video sequences into its equivalent compact video …

An improved surveillance video synopsis framework: a HSATLBO optimization approach

S Ghatak, S Rup, B Majhi, MNS Swamy - Multimedia Tools and …, 2020 - Springer
Video surveillance cameras capture huge amount of data 24 hours a day. However, most of
these videos contain redundant data which make the process difficult for browsing and …

HSAJAYA: An improved optimization scheme for consumer surveillance video synopsis generation

S Ghatak, S Rup, B Majhi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Video Surveillance is an active area of research and provides promising security measures
for consumer applications. To ease consumer surveillance investigations, Video Synopsis …