Literature
This is an old version of the course page! The new course pages will be ready shortly.
For the first (HT1) part of the course
A compendium:
- Multiple View Geometry in Computer Vision, Hartley and Zisserman, Cambridge, 2003. [On Campus E-book]
For the second (HT2) part of the course
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Signal representations:
Signal Analysis: Wavelets, Filter Banks, Time-Frequency Transforms and Applications
, Alfred Mertins, Wiley.
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Normalised Convolution: Processing Incomplete and Uncertain Data using Subspace Methods , Westin & Knutsson, ICPR, 1994, DOI. Accessible from LiU IP-addresses.
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Polynomial expansion: The Stereo Problem, an excerpt from the PhD thesis of Gunnar Farnebäck.
- Stereo Rectification: C. Loop and Z. Zhang, Computing Rectifying Homographies for Stereo Vision, In Proceedings of CVPR 1999
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Principal Component Analysis: See chapter 5 in Mertins book (ref #1 above), where it is called Karhunen-Loéve transform.
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Frames: Tutorial: An Introduction to Frames, Kovacevic and Chebira, Foundations and Trends in Signal Processing. Vol 2, No 1 (2008) pages 1-94. Original paper: A class of nonharmonic Fourier series , Duffin and Schaeffer, Transaction of American Mathematical Society, 1952. Accessible from LiU IP-addresses.
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Wavelet transform: A wavelet tour of signal processing , Stéphan Mallat, Academic Press, 1998. Alternatively: Ten lectures on Wavelets , Ingrid Daubechies, CBMS-NSF, 1992. Alternatively: A Friendly Guide to Wavelets , Gerald Kaiser, Birkhäuser, 1994. Also: Chapter 8 in Mertins book (ref #1 above).
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There is also a beginning of a compendium that covers the theory of this part of the couse. part1, part2.
Senast uppdaterad: 2022-08-28