[HTML][HTML] Background modeling methods in video analysis: A review and comparative evaluation

Y Xu, J Dong, B Zhang, D Xu - CAAI Transactions on Intelligence …, 2016 - Elsevier
Foreground detection methods can be applied to efficiently distinguish foreground objects
including moving or static objects from background which is very important in the application …

A novel key-frames selection framework for comprehensive video summarization

C Huang, H Wang - IEEE Transactions on Circuits and Systems …, 2019 - ieeexplore.ieee.org
Video summarization (VSUMM) has become a popular method in processing massive video
data. The key point of VSUMM is to select the key frames to represent the effective contents …

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 …

Video summarization with spatiotemporal vision transformer

TC Hsu, YS Liao, CR Huang - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
Video summarization aims to generate a compact summary of the original video for efficient
video browsing. To provide video summaries which are consistent with the human …

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 …

Dvs: A drone video synopsis towards storing and analyzing drone surveillance data in smart cities

PY Ingle, Y Kim, YG Kim - Systems, 2022 - mdpi.com
The commercialization and advancement of unmanned aerial vehicles (UAVs) have
increased in the past decades for surveillance. UAVs use gimbal cameras and LIDAR …

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 …