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 …

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 …

Video synopsis: A survey

KB Baskurt, R Samet - Computer Vision and Image Understanding, 2019 - Elsevier
Video synopsis is an activity-based video condensation approach to achieve efficient video
browsing and retrieval for surveillance cameras. It is one of the most effective ways to reduce …

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 …

Rearranging online tubes for streaming video synopsis: A dynamic graph coloring approach

T Ruan, S Wei, J Li, Y Zhao - IEEE Transactions on Image …, 2019 - ieeexplore.ieee.org
To efficiently browse long surveillance videos, the video synopsis technique is often used to
rearrange tubes (ie, tracks of moving objects) along the temporal axis to form a much shorter …

Video synopsis based on attention mechanism and local transparent processing

S Chen, X Liu, Y Huang, C Zhou, H Miao - IEEE Access, 2020 - ieeexplore.ieee.org
The increased number of video cameras makes an explosive growth in the amount of
captured video, especially the increase of millions of surveillance cameras that operate 24 …

A Low-Computational Video Synopsis Framework with a Standard Dataset

R Malekpour, MM Morsali… - arxiv preprint arxiv …, 2024 - arxiv.org
Video synopsis is an efficient method for condensing surveillance videos. This technique
begins with the detection and tracking of objects, followed by the creation of object tubes …

Forensic Video Analytic Software

AJ Ratnarajah, S Goonetilleke, D Tissera… - arxiv preprint arxiv …, 2023 - arxiv.org
Law enforcement officials heavily depend on Forensic Video Analytic (FVA) Software in their
evidence extraction process. However present-day FVA software are complex, time …

Video synopsis: A systematic review

A Mahapatra, PK Sa - High Performance Vision Intelligence: Recent …, 2020 - Springer
Automated analysis of surveillance video is necessary due to its redundant and
uninteresting content. This has led to a rapidly evolving research area called video synopsis …

Video synopsis: State-of-the-art and research challenges

K Namitha, A Narayanan - … on Circuits and Systems in Digital …, 2018 - ieeexplore.ieee.org
With an explosive growth in recorded videos, its retrieval and thorough investigation pose a
great challenge. An emerging smart solution, video synopsis is thus developed to provide a …