Vision with Direction : A Systematic Introduction to Image Processing and Computer Vision
1st ed. Softcover of orig. ed. 2006
by
Josef Bigun
Book Details
Format
Paperback / Softback
ISBN-10
3642066062
ISBN-13
9783642066061
Edition
1st ed. Softcover of orig. ed. 2006
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Manufacture
DE
Country of Publication
GB
Publication Date
Feb 12th, 2010
Print length
396 Pages
Weight
590 grams
Dimensions
23.30 x 15.70 x 2.30 cms
Ksh 8,100.00
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Image analysis is a computational feat which humans show excellence in, in comp- ison with computers. My modest goal has been to present the frequently used techniques to analyze images in a common framework–directional image processing.
Human and Computer Vision.- Neuronal Pathways of Vision.- Color.- Linear Tools of Vision.- Discrete Images and Hilbert Spaces.- Continuous Functions and Hilbert Spaces.- Finite Extension or Periodic Functions-Fourier Coefficients.- Fourier Transform-Infinite Extension Functions.- Properties of the Fourier Transform.- Reconstruction and Approximation.- Scales and Frequency Channels.- Vision of Single Direction.- Direction in 2D.- Direction in Curvilinear Coordinates.- Direction in ND, Motion as Direction.- World Geometry by Direction in N Dimensions.- Vision in Multiple Directions.- Group Direction and N-Folded Symmetry.- Grouping, Segmentation, and Region Description.- Reducing the Dimension of Features.- Grouping and Unsupervised Region Segregation.- Region and Boundary Descriptors.- Concluding Remarks.
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