Affect in multimedia: Benchmarking violent scenes detection
In this article, we report on the creation of a publicly available, common evaluation
framework for Violent Scenes Detection (VSD) in Hollywood and YouTube videos. We …
framework for Violent Scenes Detection (VSD) in Hollywood and YouTube videos. We …
On influential trends in interactive video retrieval: video browser showdown 2015–2017
The last decade has seen innovations that make video recording, manipulation, storage,
and sharing easier than ever before, thus impacting many areas of life. New video retrieval …
and sharing easier than ever before, thus impacting many areas of life. New video retrieval …
Affective computing for large-scale heterogeneous multimedia data: A survey
The wide popularity of digital photography and social networks has generated a rapidly
growing volume of multimedia data (ie, images, music, and videos), resulting in a great …
growing volume of multimedia data (ie, images, music, and videos), resulting in a great …
Object detection using deep cnns trained on synthetic images
The need for large annotated image datasets for training Convolutional Neural Networks
(CNNs) has been a significant impediment for their adoption in computer vision applications …
(CNNs) has been a significant impediment for their adoption in computer vision applications …
Multimodal local-global attention network for affective video content analysis
Y Ou, Z Chen, F Wu - … Transactions on Circuits and Systems for …, 2020 - ieeexplore.ieee.org
With the rapid development of video distribution and broadcasting, affective video content
analysis has attracted a lot of research and development activities recently. Predicting …
analysis has attracted a lot of research and development activities recently. Predicting …
[HTML][HTML] Inflated 3D ConvNet context analysis for violence detection
D Freire-Obregón, P Barra… - Machine Vision and …, 2022 - Springer
Abstract According to the Wall Street Journal, one billion surveillance cameras will be
deployed around the world by 2021. This amount of information can be hardly managed by …
deployed around the world by 2021. This amount of information can be hardly managed by …
Harnessing ai for augmenting creativity: Application to movie trailer creation
In this paper, we describe the first-ever machine human collaboration at creating a real
movie trailer (officially released by 20 th Century Fox). We introduce an intelligent system …
movie trailer (officially released by 20 th Century Fox). We introduce an intelligent system …
Affective video content analysis: A multidisciplinary insight
In our present society, the cinema has become one of the major forms of entertainment
providing unlimited contexts of emotion elicitation for the emotional needs of human beings …
providing unlimited contexts of emotion elicitation for the emotional needs of human beings …
[PDF][PDF] Fudan-Huawei at MediaEval 2015: Detecting Violent Scenes and Affective Impact in Movies with Deep Learning.
Techniques for violent scene detection and affective impact prediction in videos can be
deployed in many applications. In MediaEval 2015, we explore deep learning methods to …
deployed in many applications. In MediaEval 2015, we explore deep learning methods to …
Literature Review of Deep-Learning-Based Detection of Violence in Video
Physical aggression is a serious and widespread problem in society, affecting people
worldwide. It impacts nearly every aspect of life. While some studies explore the root causes …
worldwide. It impacts nearly every aspect of life. While some studies explore the root causes …