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Vision with Direction

Name: Vision with Direction
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01560852
Price: 50.57 EUR
Availability: InStock
Author: Josef Bigun
ISBN: 9783540273226

A Systematic Introduction to Image Processing and Computer Vision

Josef Bigun

Language

English

Book Hardback

Libristo code: 01560852

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, February 2006

This general textbook presents in a systematic way the modern signal processing concepts used in com... Full description

Libristo code: 01560852

122 b

50.57 €

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This general textbook presents in a systematic way the modern signal processing concepts used in computer vision and image analysis. For the first time in a textbook on image processing, single direction, group direction, corners and edges, Hough transforms, and motion estimation are developed in a principled way using one single concept: direction tensors.§The topics include Hilbert spaces, Fourier transform, scale analysis, direction fields, structure tensor, motion tensor, Hough transform, grouping, and segmentation. The topics are richly illustrated by color graphics and applications, including biometric person authentication, texture analysis, optical character recognition, motion estimation and tracking. Directional signal processing, increasingly a crucial element of computer vision and for which there exists neural circuits in human vision, is presented in depth by use of tensors.