Table of Contents
1 Introduction
1.1 Motivation
1.2 Overview of video segmentation
1.3 Early approaches to video segmentation
1.4 Overview of the transformer model
1.5 Summary of related surveys
1.6 Outline
2 Video Segmentation
2.1 Overview
2.2 Objects
2.3 Actors and actions
2.4 Scenes
2.5 Multimodal video segmentation
2.6 Summary
3 Transformers for Video Segmentation
3.1 Overview
3.2 Transformer encoder
3.3 Transformer decoder
3.4 Universal video segmentation transformers
3.5 Miscellaneous video transformers
3.6 Performance
3.7 Summary
4 Transformer Interpretability
4.1 Overview
4.2 Interpretability of deep networks
4.3 Vision transformer interpretability
4.4 Summary
5 Conclusion and Future Work
5.1 Current trends
5.2 Future Work