Description

Computational imaging has fueled the rapid developments of many application systems, including mobile phones, autonomous vehicles, VR/AR devices, consumer electronics, robots, microscopes, and telescopes. This course discusses essential concepts and critical applications of computational imaging. Specifically, we focus on digital photography, AI techniques for computational imaging, optics, human perception, inverse problems in computational imaging. 

Topics 

1. Introduction to Computational Imaging

2. Light

3. Digital Photography 

4. Visual Perception 

5. Optics 

6. Light Transport 

7. Neural Rendering

8. Calibration

9. Inverse Problems 

10. Multi-shot Imaging

11. Multi-view Imaging

12. Time-of-flight Imaging

13. Polarimetric Imaging

14. Hyperspectral Imaging

15. Wave Optics and Holography