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Affine Analysis of Image Sequences ebook
Affine Analysis of Image Sequences ebook
Affine Analysis of Image Sequences by Larry S. Shapiro
---------------------------------------------------------------
Author: Larry S. Shapiro
Page Count: 224 pages
Published Date: 01 Oct 1995
Publisher: CAMBRIDGE UNIVERSITY PRESS
Publication Country: Cambridge, United Kingdom
Language: English
ISBN: 9780521550635
File size: 31 Mb
File Name: Affine.Analysis.of.Image.Sequences.pdf
Download Link: Affine Analysis of Image Sequences
---------------------------------------------------------------
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 generalisation of the familiar scaled orthographic model. Analysis proceeds by tracking 'corner features' through successive frames and grouping the resulting trajectories into rigid objects using new clustering and outlier rejection techniques. The three-dimensional motion parameters are then computed via 'affine epipolar geometry', and 'affine structure' is used to generate alternative views of the object and fill in partial views. The use of all available features (over multiple frames) and the incorporation of statistical noise properties substantially improves existing algorithms, giving greater reliability and reduced noise sensitivity.
Read online Affine Analysis of Image Sequences Buy Affine Analysis of Image Sequences Download Affine Analysis of Image Sequences for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Affine Analysis of Image Sequences ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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Affine Analysis of Image Sequences by Larry S. Shapiro
Author: Larry S. Shapiro
Page Count: 224 pages
Published Date: 01 Oct 1995
Publisher: CAMBRIDGE UNIVERSITY PRESS
Publication Country: Cambridge, United Kingdom
Language: English
ISBN: 9780521550635
File size: 31 Mb
File Name: Affine.Analysis.of.Image.Sequences.pdf
Download Link: Affine Analysis of Image Sequences
---------------------------------------------------------------
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 generalisation of the familiar scaled orthographic model. Analysis proceeds by tracking 'corner features' through successive frames and grouping the resulting trajectories into rigid objects using new clustering and outlier rejection techniques. The three-dimensional motion parameters are then computed via 'affine epipolar geometry', and 'affine structure' is used to generate alternative views of the object and fill in partial views. The use of all available features (over multiple frames) and the incorporation of statistical noise properties substantially improves existing algorithms, giving greater reliability and reduced noise sensitivity.
Read online Affine Analysis of Image Sequences Buy Affine Analysis of Image Sequences Download Affine Analysis of Image Sequences for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Affine Analysis of Image Sequences ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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