Computational Photography (INF4176)
Overview
- SWS: 2V + 2Ü - 4 ECTS
- prerequisite: basic knowledge in computer graphics / computer vision
- the lecture will be offered in English
Content
Although the digital photography industry is expanding rapidly, most digital cameras still look and feel like film cameras, and they offer roughly the same set of features and controls. However, as sensors and in-camera processing systems improve, these cameras will begin to offer capabilities that film cameras never had. Among these will be the ability to refocus photographs after they are taken, or to combine views taken with different camera settings, aim, or placement. Equally exciting are new technologies for creating efficient, controllable illumination. Future "flashbulbs" may be pulsed LEDs or video projectors, with the ability to selectively illuminate objects, recolor the scene, or extract shape information. These developments force us to relax our notion of what constitutes "a photograph." They also blur the distinction between photography and scene modeling. These changes will lead to new photographic techniques, new scientific tools, and possibly new art forms.
In this course we will survey the converging technologies of digital photography, computational imaging, and image-based rendering, and we will explore the new imaging modalities that they enable.
News
You register for the exercises by registering in ILIAS and submitting the results for the first exercise sheet. Details about how to submit which information are on the first exercise sheet.
Criteria
Weekly exercises
- exercises must be presented in exercise meetings
- groups of at most 2 students are allowed
- > 60% bonus of 0,3 on final grade
- > 80% bonus of 0,6 on final grade
Exam
- There will be an oral exam
(in the case of too many students we might switch to a written exam)
Links
References
- Siggraph Course Notes, Raskar and Tumblin [Additional Material] Computational Photography: Mastering New Techniques for Lenses, Lighting, and Sensors: 2008, A K Peters, Publishers
- Symposium on Computational Photography and Video Cambridge, MA (May 2005)
Groups
- Camera Culture Group at MIT
http://admissions.media.mit.edu/research/group/camera-culture - Columbia University
http://www1.cs.columbia.edu/CAVE/projects/cc.php - Stanford Projects, Marc Levoy and collaborators http://graphics.stanford.edu/projects/lightfield/
- CSAIL - MIT work on Computational Photography http://people.csail.mit.edu/fredo/photo.html
- Jack Tumblin's 'Questions' for the field http://www.cs.northwestern.edu/~jet/research.html
- Computer Graphics Group in Tübingen