A review of affective computing: From unimodal analysis to multimodal fusion

2017/02/03 by Soujanya Poria, Erik Cambria, Rajiv Bajpai +1 · 9 citations
Computer Science · Psychology · #Color perception and design #Emotion and Mood Recognition #Sentiment Analysis and Opinion Mining

paper · doi:10.1016/j.inffus.2017.02.003

openalex publication_date 2017/02/03 · crossref created 2017/02/03 · crossref issued 2017/09/01 · crossref published 2017/09/01 · crossref published-print 2017/09/01 · crossref deposited 2019/09/16 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/30 · crossref indexed 2026/08/04

Citations

• Efficient Estimation of Word Representations in Vector Space
• Real-time Automatic Emotion Recognition from Body Gestures
• Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article]
• Multimodal fusion for multimedia analysis: a survey
• A Fast Learning Algorithm for Deep Belief Nets
• ImageNet classification with deep convolutional neural networks
• Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space
• A Convolutional Neural Network for Modelling Sentences

Cited by

• Spatiotemporal Emotional Synchrony in Dyadic Interactions: The Role of Speech Conditions in Facial and Vocal Affective Alignment
• A Baseline Multimodal Approach to Emotion Recognition in Conversations
• Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training
• M2FN: Multi-step modality fusion for advertisement image assessment
• Analyzing the Influence of Dataset Composition for Emotion Recognition
• IoT-Enabled Social Relationships Meet Artificial Social Intelligence
• BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition
• FedRecon: Missing Modality Reconstruction in Heterogeneous Distributed Environments
• Artificial intelligence [wikipedia]