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Textbooks and Supplementary Materials
Handout and other reading materials will be provided as needed.
Reference Materials
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Tony F. Chan & Jianhong (Jackie) Shen, Image Processing and Analysis: Variational, PDE, Wavelet and Stochastic Methods, SIAM, 2005. |
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Gilles Aubert & Pierre Kornprobst, Mathematical Problems in Image Processing, Springer, 2000. |
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Guillermo Sapiro, Geometric Partial Differential Equations and Image Analysis, Cambridge University Press, 2001. |
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James Sethian, Level-Set Methods and Fast Marching Methods, Cambridge University
Press, 1999. |
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Stanley Osher & Ronald Fedkiw, Level-Set Methods and Dynamic Implicit Surfaces, Springer,
2003. |
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Stanley Osher & Nikos Paragios (Edt.), Geometric Level-Set Methods in Imaging, Vision and
Graphics, Springer, 2003. |
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Rafael Gonzalez and Richard Woods, Digital Image Processing, Prentice Hall, 2007. |
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John C. Russ, The Image Processing Handbook, CRC Press, 2006. |
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MatLab© is the suggested tool for all the assignments. Students who are unfamiliar with Matlab
should go through the online tutorial material. The Matlab Helpdesk contains pointers to an
extensive and detailed online documentation. Beginners should start with the Getting Started
Tutorial. |
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