Courses:

Optical Engineering >> Content Detail



Study Materials



Readings

Amazon logo Help support MIT OpenCourseWare by shopping at Amazon.com! MIT OpenCourseWare offers direct links to Amazon.com to purchase the books cited in this course. Click on the Amazon logo to the left of any citation and purchase the book from Amazon.com, and MIT OpenCourseWare will receive up to 10% of all purchases you make. Your support will enable MIT to continue offering open access to MIT courses.

G = Amazon logo Goodman, Joseph W. Statistical Optics. Hoboken, NJ: Wiley-Interscience, 2000. ISBN: 9780471399162.
B = Amazon logo Bertero, Mario, and Patrizia Boccacci. Introduction to Inverse Problems in Imaging. London, NY: Taylor & Francis, 1998. ISBN: 9780750304351.


LEC #TOPICSREADINGS
1Introduction: Statistical Optics, Inverse Problems
2Fourier Optics Overview
3Random Variables: Basic Definitions, MomentsG2.1-4
4Random Variables: Transformations, GaussiansG2.5-9
5Examples: Probability Theory and StatisticsNotes
6Random Processes: Definitions, Gaussian, PoissonG3.1-7
7Examples: Gaussian ProcessesNotes
8Random Processes: Analytic RepresentationG3.8-10
9Examples: Complex Gaussian ProcessesNotes
101st-Order Light StatisticsG4.1-4
11Examples: Thermal and Laser LightNotes
122nd-Order Light Statistics: CoherenceG5.1-3
13Example: Integrated IntensityG6.1
14The van Cittert-Zernicke TheoremG5.4-6
15Example: Diffraction from an ApertureG5.7
16The Intensity Interferometer

Speckle
G6.3

7.5
17Examples: Stellar Interferometer, Radio Astronomy,
Optical Coherence Tomography
Notes
18Effects of Partial Coherence on ImagingClass
19Information Theory: Entropy, Mutual InformationNotes
20Example: Gaussian ChannelsNotes
21Convolutions, Sampling, Fourier Transforms

Information-Theoretic View of Inverse Problems
B2.1-7

and Notes
22Imaging Channels

Regularization
B3.1-5,

5.1-3
23Inverse Problem Case Study: Tomography

Radon Transform, Slice Projection Theorem
B8.2-3

9.5, 11.1
24Filtered BackprojectionB11.2-3
25Super-Resolution and Image RestorationB10.1-5, 11.4-5
26Information-Theoretic Performance of Inversion MethodsClass

 








© 2010-2021 OpenCollege.com, All Rights Reserved.
Open College is a service mark of AmeriCareers LLC.