net-titech / scene-graph-review

Review papers on scene graph

scene-graph-review

Review papers on scene graph

Table of content

1. Introduction

   1.1. Problem statement, why scene graph

   1.2. Applications

   1.3. Review's organization

2. Formalization and notations

3. Problem settings

   3.1. Object detection and relational classification

   3.2. Scene graph generation

   3.3. Question and answer with scene graph

   3.4. Image generation from scene graph

4. Approaches

   4.1. Object detections and bounding box

   4.2. Graph generation

   4.3. Learning from scene graphs

   4.4. Generative models

5. Applications

   5.1. Question and answer

   5.2. Common sense learning

   5.3. Transfer learning

6. Open questions

7. Conclusions

List of figures

• Visualization (tree?) of problems related to scene graphs
• Notation table
• Table to describle input and output
• Table of methods and approaches
• Table of methods and features (+advantages/disadvantages)
• Table of methods and model size + speed