1. Introduction  
2. Bottom-up methods  
3. Superpixel  
4. Interactive methods  
5. Object Proposals  
6. Semantic Image Parsing  
7. Image Co-segmentation  
8. Dataset and Evaluation Metrics  
9. Discussions and Future Directions  
10. Conclusion  