Vsd2014: a dataset for violent scenes detection in hollywood movies and web videos

M Schedi, M Sjöberg, I Mironică… - … on Content-Based …, 2015 - ieeexplore.ieee.org
In this paper, we introduce a violent scenes and violence-related concept detection dataset
named VSD2014. It contains annotations as well as auditory and visual features of …

Breaking down violence: A deep-learning strategy to model and classify violence in videos

BM Peixoto, S Avila, Z Dias, A Rocha - Proceedings of the 13th …, 2018 - dl.acm.org
Detecting violence in videos through automatic means is significant for law enforcement and
analysis of surveillance cameras with the intent of maintaining public safety. Moreover, it …

Evaluation of multiple features for violent scenes detection

V Lam, S Phan, DD Le, DA Duong, S Satoh - Multimedia Tools and …, 2017 - Springer
Violent scenes detection (VSD) is a challenging problem because of the heterogeneous
content, large variations in video quality, and complex semantic meanings of the concepts …

Benchmarking violent scenes detection in movies

CH Demarty, B Ionescu, YG Jiang… - … workshop on content …, 2014 - ieeexplore.ieee.org
This paper addresses the issue of detecting violent scenes in Hollywood movies. In this
context, we describe the MediaEval 2013 Violent Scene Detection task which proposes a …

[PDF][PDF] NII-UIT at MediaEval 2015 Affective Impact of Movies Task.

V Lam, SP Le, DD Le, Shin'ichi Satoh 0001, DA Duong - MediaEval, 2015 - ceur-ws.org
ABSTRACT Affective Impact of Movies task aims to detect violent videos and affective impact
on viewers of that videos [9]. This is a challenging task not only because of the diversity of …

Temporal robust features for violence detection

D Moreira, S Avila, M Perez, D Moraes… - 2017 IEEE Winter …, 2017 - ieeexplore.ieee.org
Automatically detecting violence in videos is paramount for enforcing the law and providing
the society with better policies for safer public places. In addition, it may be essential for …

Multimodal data fusion for sensitive scene localization

D Moreira, S Avila, M Perez, D Moraes, V Testoni… - Information …, 2019 - Elsevier
The very idea of hiring humans to avoid the indiscriminate spread of inappropriate sensitive
content online (eg, child pornography and violence) is daunting. The inherent data deluge …

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 …

[PDF][PDF] Violent scenes detection using mid-level violence clustering

S Goto, T Aoki - Computer Science. CSCP, 2014 - academia.edu
This work proposes a novel system for Violent Scenes Detection, which is based on the
combination of visual and audio features with machine learning at segment-level. Multiple …