Affine Analysis of Image Sequences

Name: Affine Analysis of Image Sequences
Price: 46.53 USD
Availability: InStock
ISBN: 9780521019781

ISBN-10: 0521019788

ISBN-13: 9780521019781

Edition: 2005

Authors: Larry S. Shapiro

List price: $46.99

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Description:

Computer vision is a rapidly growing field which aims to make computers 'see' as effectively as humans. In this book Dr Shapiro presents a new computer vision framework for interpreting time-varying imagery. This is an important task, since movement reveals valuable information about the environment. The fully-automated system operates on long, monocular image sequences containing multiple, independently-moving objects, and demonstrates the practical feasibility of recovering scene structure and motion in a bottom-up fashion. Real and synthetic examples are given throughout, with particular emphasis on image coding applications. Novel theory is derived in the context of the affine camera, a…

Book details

List price: $46.99
Copyright year: 2005
Publisher: Cambridge University Press
Publication date: 9/15/2005
Binding: Paperback
Pages: 228
Size: 6.69" wide x 9.65" long x 0.47" tall
Weight: 0.814
Language: English




Introduction



Corner extraction and tracking



The affine camera and affine structure



Clustering using maximum affinity spanning trees



Affine epipolar geometry



Outlier rejection in an orthogonal regression framework



Rigid motion from affine epipolar geometry



Affine transfer



Conclusions



Clustering proofs



Proofs for epipolar geometry minimisation



Proofs for outlier rejection



Rotation matrices



KdV motion equations


Bibliography


Index