1 INTRODUCTION  

2 BENCHMARK DATASETS  

3 DEEP LEARNING-BASED APPROACHES FOR NATURAL IMAGE RECONSTRUCTION  

4 RECONSTRUCTION EVALUATION  

5 FAIR COMPARISON ACROSS THE METHODS  

6 DISCUSSION  

7 CONCLUSION