Vision with Direction: A Systematic Introduction to Image Processing and Computer Vision / Edition 1

Vision with Direction: A Systematic Introduction to Image Processing and Computer Vision / Edition 1

by Josef Bigun
     
 

ISBN-10: 3540273220

ISBN-13: 9783540273226

Pub. Date: 03/16/2006

Publisher: Springer Berlin Heidelberg

Image analysis is a computational feat which humans show excellence in, in comp- ison with computers. Yet the list of applications that rely on automatic processing of images has been growing at a fast pace. Biometric authentication by face, ?ngerprint, and iris, online character recognition in cell phones as well as drug design tools are but a few of its benefactors…  See more details below

Overview

Image analysis is a computational feat which humans show excellence in, in comp- ison with computers. Yet the list of applications that rely on automatic processing of images has been growing at a fast pace. Biometric authentication by face, ?ngerprint, and iris, online character recognition in cell phones as well as drug design tools are but a few of its benefactors appearing on the headlines. This is, of course, facilitated by the valuable output of the resarch community in the past 30 years. The pattern recognition and computer vision communities that study image analysis have large conferences, which regularly draw 1000 parti- pants. In a way this is not surprising, because much of the human-speci?c activities critically rely on intelligent use of vision. If routine parts of these activities can be automated, much is to be gained in comfort and sustainable development. The - search ?eld could equally be called visualintelligence because it concerns nearly all activities of awake humans. Humans use or rely on pictures or pictorial languages to represent, analyze, and develop abstract metaphors related to nearly every aspect of thinking and behaving, be it science, mathematics, philosopy, religion, music, or emotions. The present volume is an introductory textbook on signal analysis of visual c- putation for senior-level undergraduates or for graduate students in science and - gineering. My modest goal has been to present the frequently used techniques to analyze images in a common framework–directional image processing.

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Product Details

ISBN-13:
9783540273226
Publisher:
Springer Berlin Heidelberg
Publication date:
03/16/2006
Edition description:
2006
Pages:
396
Product dimensions:
6.40(w) x 9.50(h) x 1.10(d)

Table of Contents

Pt. IHuman and computer vision
1Neuronal pathways of vision3
2Color21
Pt. IILinear tools of vision
3Discrete images and Hilbert spaces35
4Continuous functions and Hilbert spaces57
5Finite extension or periodic functions - Fourier coefficients61
6Fourier transform - inifinite extension functions69
7Propeties of the Fourier transform85
8Reconstruction and approximation103
9Scales and frequency channels119
Pt. IIIVision of single direction
10Direction in 2D153
11Direction in curvilinear coordinates209
12Direction in ND, motion as direction245
13World geometry by direction in N dimensions277
Pt. IVVision of multiple directions
14Group direction and N-folded symmetry311
Pt. VGrouping, segmentation, and region description
15Reducing the dimension of features329
16Grouping and unsuperivsed region segregation341
17Region and boundary descriptors359
18Concluding remarks377

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