Survey of compressed domain video summarization techniques

M Basavarajaiah, P Sharma - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Video summarization is the method of extracting key frames or clips from a video to generate
a synopsis of the content of the video. Generally, video is compressed before storing or …

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 …

Surveillance video synopsis via scaling down objects

X Li, Z Wang, X Lu - IEEE Transactions on Image Processing, 2015 - ieeexplore.ieee.org
Video synopsis is an effective technique to provide a compact representation of the original
video by removing spatiotemporal redundancies and by preserving the essential activities …

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 …

Motion-state-adaptive video summarization via spatiotemporal analysis

Y Zhang, R Tao, Y Wang - … on Circuits and Systems for Video …, 2016 - ieeexplore.ieee.org
With the explosive growth of video data, managing and browsing videos in a timely and
effective manner has become an urgent problem, particularly in surveillance applications …

Graph coloring based surveillance video synopsis

Y He, C Gao, N Sang, Z Qu, J Han - Neurocomputing, 2017 - Elsevier
Video synopsis is an intelligent condensation approach to solve fast video browsing and
retrieval for surveillance cameras. However, collision caused by unsatisfied tube …

Spatial and motion saliency prediction method using eye tracker data for video summarization

M Paul, MM Salehin - … Transactions on Circuits and Systems for …, 2018 - ieeexplore.ieee.org
Video summarization is the process to extract the most significant contents of a video and to
represent it in a concise form. The existing methods for video summarization could not …

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 …