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3.C67[J] Computational Imaging: Physics and Algorithms

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(Same subject as 2.C67[J], 6.C67[J])
(Subject meets with 2.C27[J], 3.C27[J], 6.C27[J])
Prereq: 18.C06 and (1.00, 1.000, 2.086, 3.019, or 6.100A)
Units: 3-0-9
Lecture: MW11-12.30 (24-121)

Contemporary understanding of imaging is computational: encoding onto a form of radiation the information about a physical object, transferring the radiation through the imaging system, converting it to a digital signal, and computationally decoding and presenting the information to the user. This class introduces a unified formulation of computational imaging systems as a three-round "learning spiral": the first two rounds, instructors describe the physical and algorithmic parts in two exemplary imaging systems. The third round, students conduct themselves as the class project on an imaging system of their choice. The undergraduate and graduate versions share lectures but have different recitations. Throughout the term, we also conduct optional "clinics" to even out background knowledge of linear algebra, optimization, and computational imaging-related programming best practices for students of diverse disciplinary backgrounds.
G. Barbastathis
Textbooks (Fall 2024)

Total units: 12

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TIME Mon Tue Wed Thu Fri KEY  3.C67 7 am 8 am 9 am 10 am 11 am 12 pm 1 pm 2 pm 3 pm 4 pm 5 pm 6 pm 7 pm 8 pm 9 pm