1 Introduction  
2 Traditional Image Deblurring Method  
2.1 Maximum Posterior Method  
2.2 Variational Bayes Method  
3 Depth Representation Method  
3.1 Multi-Scale Deblurring Network  
3.2 Generative Adversarial Deblurring Network  
3.3 Unsupervised Neural Network  
4 Image Deblurring Dataset  
4.1 GoPro Dataset  
4.2 RealBlur Dataset  
4.3 HIDE Dataset  
4.4 Levin Dataset  
5 Image Quality Evaluation  
5.1 Subjective Quality Assessment  
5.2 Objective Quality Assessment  
6 Conclusion