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 …

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 …

Query-based video synopsis for intelligent traffic monitoring applications

SA Ahmed, DP Dogra, S Kar, R Patnaik… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Synopsis of a long-duration video has many applications in intelligent transportation
systems. It can help to monitor traffic with lesser manpower. However, generating …

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 …

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 …

Scene adaptive online surveillance video synopsis via dynamic tube rearrangement using octree

Y Yang, H Kim, H Choi, S Chae… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Visual surveillance produces a significant amount of raw video data that can be time
consuming to browse and analyze. In this work, we present a video synopsis methodology …

Fast online video synopsis based on potential collision graph

Y He, Z Qu, C Gao, N Sang - IEEE Signal Processing Letters, 2016 - ieeexplore.ieee.org
Video synopsis is a smart solution to fast browsing and retrieval of raw surveillance data, in
which tube rearrangement plays a key role. However, conventional methods for tube …

Multimodal stereoscopic movie summarization conforming to narrative characteristics

I Mademlis, A Tefas, N Nikolaidis… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Video summarization is a timely and rapidly develo** research field with broad
commercial interest, due to the increasing availability of massive video data. Relevant …