1 Introduction  
2 Related Work  
2.1 Definition  
2.2 Datasets  
2.3 Metrics  
3 Supervised Point Cloud Registration  
4 Unsupervised Point Cloud Registration  
5 Challenges and Opportunities  
6 Conclusion