CCS Concepts
• General and reference $\longrightarrow$ Surveys and overviews  \\
• Information systems $\longrightarrow$ Sentiment analysis  \\
• Human-centered computing $\longrightarrow$ Human computer interaction (HCI)

1. INTRODUCTION

2. EMOTION MODELS FROM PSYCHOLOGY

3. DATASETS  
3.1 Datasets for AC of Images  
3.2 Datasets for AC of Music  
3.3 Datasets for AC of Videos  
3.4 Datasets for AC of Multimodal Data

4. AFFECTIVE COMPUTING OF IMAGES  
4.1 Handcrafted Features-Based Methods for AC of Images  
4.2 Deep Learning-Based Methods for AC of Images

5. AFFECTIVE COMPUTING OF MUSIC

6. AFFECTIVE COMPUTING OF VIDEOS

7. AFFECTIVE COMPUTING OF MULTIMODAL DATA

8. FUTURE DIRECTIONS

9. CONCLUSION