1 Introduction  
2 Background: Problem and Main Challenges  
3 Benchmark Datasets  
4 Fine-Grained Image Recognition  
5 Fine-Grained Image Retrieval  
6 Fine-Grained Image Generation  
7 Domain Specific Applications Related to Fine-Grained Image Analysis  
8 Concluding Remarks and Future Directions