Identifying affective levels on music video via completing the missing modality

M Chen, G Cheng, L Guo - Multimedia Tools and Applications, 2018 - Springer
Emotion tagging is one theme of interest in affective computing, which labels stimuli with
human understandable semantic information. Previous works indicate that modality fusion …

Affective video content analyses by using cross-modal embedding learning features

B Li, Z Chen, S Li, WS Zheng - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Most existing methods on affective video content analyses are dedicated to single media,
either visual content or audio content and few attempts for combined analysis of the two …

Multi-modal learning for affective content analysis in movies

Y Yi, H Wang - Multimedia Tools and Applications, 2019 - Springer
Affective content analysis is an important research topic in video content analysis, and has
extensive applications in many fields. However, it is a challenging task to design a …

Content-based video emotion tagging augmented by users' multiple physiological responses

S Wang, S Chen, Q Ji - IEEE Transactions on Affective …, 2017 - ieeexplore.ieee.org
The intrinsic interactions among a video's emotion tag, its content, and a user's spontaneous
responses while consuming the video can be leveraged to improve video emotion tagging …

Inter-brain EEG feature extraction and analysis for continuous implicit emotion tagging during video watching

Y Ding, X Hu, Z Xia, YJ Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
How to efficiently tag the emotional experience of multimedia contents is an important and
challenging problem in the field of affective computing. This paper presents an EEG-based …

Stepwise Fusion Transformer for Affective Video Content Analysis

Z Chen, X Xiang, X Deng, Q Wang - International Conference on Neural …, 2023 - Springer
In the field of video content analysis, affective video content analysis is an important part.
This paper presents an efficient multimodal multilevel Transformer derivation model based …

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 …

Temporal Enhancement for Video Affective Content Analysis

X Li, S Wang, X Huang - ACM Multimedia 2024 - openreview.net
With the popularity and advancement of the Internet and video-sharing platforms, video
affective content analysis has been greatly developed. Nevertheless, existing methods often …

Learning affective features based on vip for video affective content analysis

Y Zhu, M Tong, T Huang, Z Wen, Q Tian - … 22, 2018, Proceedings, Part III 19, 2018 - Springer
Video affective computing aims to recognize, interpret, process, and simulate human
affective of videos from visual, textual, and auditory sources. An intrinsic challenge is how to …

Implicit video emotion tagging from audiences' facial expression

S Wang, Z Liu, Y Zhu, M He, X Chen, Q Ji - Multimedia Tools and …, 2015 - Springer
In this paper, we propose a novel implicit video emotion tagging approach by exploring the
relationships between videos' common emotions, subjects' individualized emotions and …