1 Introduction  
2 Deep Neural Network Structures  
3 Prominent Mechanism in Neural Image Deblurring  
4 Deep Neural Image Deblurring  
5 Training Loss Functions  
6 Image Deblurring Datasets  
7 Performances of Deep Neural Image Deblurring Methods  
8 Challenges and Future Directions  
9 Conclusion