Video Emotion Recognition

6 papers with code • 2 benchmarks • 5 datasets

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Latest papers with no code

Affective Video Content Analysis: Decade Review and New Perspectives

no code yet • 26 Oct 2023

In this study, we comprehensively review the development of AVCA over the past decade, particularly focusing on the most advanced methods adopted to address the three major challenges of video feature extraction, expression subjectivity, and multimodal feature fusion.

Fuzzy Approach for Audio-Video Emotion Recognition in Computer Games for Children

no code yet • 31 Aug 2023

In this paper, we propose a novel framework that integrates a fuzzy approach for the recognition of emotions through the analysis of audio and video data.

Versatile Audio-Visual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks

no code yet • 12 May 2023

This study proposes a \emph{versatile audio-visual learning} (VAVL) framework for handling unimodal and multimodal systems for emotion regression and emotion classification tasks.

Representation Learning through Multimodal Attention and Time-Sync Comments for Affective Video Content Analysis

no code yet • ACM MM22 2022

These self-supervised pre-training tasks prompt the fusion module to perform representation learning on segments including TSC, thus capturing more temporal affective patterns.

ICANet: A Method of Short Video Emotion Recognition Driven by Multimodal Data

no code yet • 24 Aug 2022

With the fast development of artificial intelligence and short videos, emotion recognition in short videos has become one of the most important research topics in human-computer interaction.

Multi-modal Residual Perceptron Network for Audio-Video Emotion Recognition

no code yet • 21 Jul 2021

Audio-Video Emotion Recognition is now attacked with Deep Neural Network modeling tools.

Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition

no code yet • 27 Dec 2020

The audio-video based emotion recognition aims to classify a given video into basic emotions.

Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks

no code yet • 20 Feb 2020

This paper presents an audiovisual-based emotion recognition hybrid network.

An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos

no code yet • 12 Feb 2020

Emotion recognition in user-generated videos plays an important role in human-centered computing.

Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition

no code yet • 6 Jul 2019

This paper presents a novel deep neural network (DNN) for multimodal fusion of audio, video and text modalities for emotion recognition.