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Mathematics of Image Analysis Creation, Compression, Restoration, Recognition~tqw~ darksiderg

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Name:Mathematics of Image Analysis Creation, Compression, Restoration, Recognition~tqw~ darksiderg

Total Size: 8.15 MB

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Mathematics of Image Analysis: Creation, Compression, Restoration, Recognition
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General Information
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Type.................: Eoobk
Part Size............: 8,547,021 bytes




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Posted by............: ~tqw~

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Release Notes
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This major revision of the author's popular book still focuses on foundations
and proofs, but now exhibits a shift away from Topology to Probability and
Information Theory (with Shannon's source and channel encoding theorems) which
are used throughout. Three vital areas for the digital revolution are tackled
(compression, restoration and recognition), establishing not only what is true,
but why, to facilitate education and research. It will remain a valuable book
for computer scientists, engineers and applied mathematicians.

Table of Contents
1 Isometries 3
2 How isometries combine 23
3 The seven braid patterns 43
4 Plane patterns and symmetries 48
5 The 17 plane patterns 64
6 More plane truth 79
7 Vectors and matrices 115
8 Matrix algebra 162
9 Probability 209
10 Random vectors 258
11 Sampling and inference 303
12 Entropy and coding 395
13 Information and error correction 444
14 The Fourier transform 523
15 Transforming images 560
16 Scaling 637
17 B-spline wavelets 687
18 Further methods 757

Product Details

* ISBN: 0521780292
* ISBN-13: 9780521780292
* Format: Hardcover, 750pp
* Publisher: Cambridge University Press
* Pub. Date: February 2006

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