A comprehensive review on vision-based violence detection in surveillance videos

FUM Ullah, MS Obaidat, A Ullah, K Muhammad… - ACM Computing …, 2023 - dl.acm.org
Recent advancements in intelligent surveillance systems for video analysis have been a
topic of great interest in the research community due to the vast number of applications to …

Video representation learning for cctv-based violence detection

E Ditsanthia, L Pipanmaekaporn… - 2018 3rd Technology …, 2018 - ieeexplore.ieee.org
Ability to automatically recognize violence behaviors is one of the key technology for CCTV
cameras. However, it is still a challenging task to obtain effective features for detecting …

Breaking down violence detection: Combining divide-et-impera and coarse-to-fine strategies

E Acar, F Hopfgartner, S Albayrak - Neurocomputing, 2016 - Elsevier
In today׳ s society where audio–visual content is ubiquitous, violence detection in movies
and Web videos has become a decisive functionality, eg, for providing automated youth …

Multi-perspective cost-sensitive context-aware multi-instance sparse coding and its application to sensitive video recognition

W Hu, X Ding, B Li, J Wang, Y Gao… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
With the development of video-sharing websites, P2P, micro-blog, mobile WAP websites,
and so on, sensitive videos can be more easily accessed. Effective sensitive video …

Audio based violent scene detection using extreme learning machine algorithm

MD Mahalle, DV Rojatkar - 2021 6th international conference …, 2021 - ieeexplore.ieee.org
In, this paper we proposed the work which addresses to a methodology for Audio Based
Violent Scene Detection by practicing distinct features and classifier using two different …

Audio based violent scene classification using ensemble learning

S Sarman, M Sert - 2018 6th international symposium on digital …, 2018 - ieeexplore.ieee.org
In this paper, we deal with the problem of violent scene detection. Although visual signal has
been widely used in detection of violent scenes from video data, audio modality; on the other …

Web objectionable video recognition based on deep multi-instance learning with representative prototypes selection

X Ding, B Li, Y Li, W Guo, Y Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
To protect underage people from accessing objectionable videos in the Internet, an effective
objectionable video recognition algorithm is necessary for web filtering. Recently, the multi …

[图书][B] Detecting violent content in hollywood movies and user-generated videos

E Acar, M Irrgang, D Maniry, F Hopfgartner - 2015 - Springer
Detecting violent scenes in videos is an important content understanding functionality, eg,
for providing automated youth protection services. The key issues in designing violence …

Computational optimization for violent scenes detection

V Lam, SP Le, T Do, TD Ngo, DD Le… - … on Computer, Control …, 2016 - ieeexplore.ieee.org
Violent scenes detection (VSD) can be considered as a specific problem of multimedia event
detection. One popular approach to this problem is to employ multiple modals for …

Bloody image classification with global and local features

SL Chen, C Yang, C Zhu, XC Yin - … 2016, Chengdu, China, November 5-7 …, 2016 - Springer
Object content understanding in images and videos draws more and more attention
nowadays. However, only few existing methods have addressed the problem of bloody …