Scene Graphs

Summary

This chapter covers scene graphs for visual understanding and robotics applications. We explore how graphs model 3D scenes, pixel classification, movement prediction, and applications in autonomous vehicles and robotics.

Concepts Covered

1. Scene Graphs
2. Pixel Classification
3. Movement Prediction
4. Autonomous Vehicles
5. Robotics Applications

Learning Objectives

By the end of this chapter, students will be able to:

• Design scene graphs representing visual environments
• Model spatial relationships between objects in scenes
• Connect pixel classification to graph structures
• Apply movement prediction using graph patterns
• Build models for autonomous vehicle navigation
• Design robotics applications using scene graphs