ACM Reference format:

1 INTRODUCTION
1.1 Challenges and issues
1.2 Organization and contributions of this survey

2 MAJOR METHODS
2.1 Unsupervised video object segmentation
2.2 Semi-supervised video object segmentation
2.3 Interactive video object segmentation
2.4 Weakly supervised video object segmentation
2.5 Segmentation-based Tracking

3 DATASETS AND METRICS
3.1 Video object segmentation and tracking datasets
3.2 Metrics

4 FUTURE DIRECTIONS

5 CONCLUSION