1. Introduction  
2. Benchmark Datasets  
3. RGB-based Motion Recognition with Deep Learning  
4. Depth-based Motion Recognition with Deep Learning  
5. Skeleton-based Motion Recognition with Deep Learning  
6. RGB+D-based Motion Recognition with Deep Learning  
7. Discussion  
8. Conclusion  