CMSC 848B - Computational Imaging

Section 0101:

By combining optics and algorithms, computational imaging systems can perform high-dynamic-range and super-resolution imaging, reconstruct 3D structure and depth information, construct holograms, image through fog and tissue, and even see around corners. Today, computational imaging sits at the heart of most medical and scientific imaging systems and it is becoming an increasingly important component of various consumer imaging systems as well.

This mixed lecture/seminar course will introduce both the optical systems and the algorithms behind computational imaging. Monday lectures will introduce the various computational imaging systems (and the physics behind them). Wednesday seminars and assigned readings will provide a deep dive into the algorithms that underlie these systems' operation.

Students will be responsible for weekly readings and will take turns presenting papers as if they were their own. Additionally, students will complete a semester-long group project on a computational imaging topic of their choice.

Schedule and Readings

Important Dates:

  • Final Project Due: ICCP 2022 Submission Deadline (TBD)


Slides can be found on ELMS.
Date Topic Assigned Reading
8/30 Introduction to Computational Imaging

Office Hours

Instructor: Christopher Metzler (metzler at

Office: Iribe 5206
Office Hours: By appointment (or just knock if I don't look busy)

Class Resources

Online Course Tools
  • ELMS - This is where you can find links to lecture slides and see grades.
  • Piazza - This is the place for class discussions.

Related Courses
The following courses cover complimentary material and may provide useful resources.


Thanks to Gordon Wetzstein and Ioannis Gkioulekas for providing much of the material that serves as the basis for this course. Thanks to Mohammad Teli for providing this website template.