1. Introduction

2. Preliminaries
2.1. Video Segmentation
2.2. Deep Neural Networks

3. Deep Learning Architectures for Video Instance Segmentation

4. Auxiliary Techniques for Enhancing Video Instance Segmentation

5. Challenges and Future Research Directions

6. Conclusion