Kniha Stereo Scene Flow for 3D Motion Analysis Andreas Wedel

Stereo Scene Flow for 3D Motion Analysis

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer London Ltd
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
2 286
This book presents methods for estimating optical flow and scene flow motion with high accuracy, foc...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2011
Stránek
128
EAN
9780857299642
ISBN
0857299646
Enbook ID
01400105
Hmotnost
383
Rozměry
155 x 235 x 12

Kompletní popis

This book presents methods for estimating optical flow and scene flow motion with high accuracy, focusing on the practical application of these methods in camera-based driver assistance systems. Clearly and logically structured, the book builds from basic themes to more advanced concepts, culminating in the development of a novel, accurate and robust optic flow method. Features: reviews the major advances in motion estimation and motion analysis, and the latest progress of dense optical flow algorithms; investigates the use of residual images for optical flow; examines methods for deriving motion from stereo image sequences; analyses the error characteristics for motion variables, and derives scene flow metrics for movement likelihood and velocity; introduces a framework for scene flow-based moving object detection and segmentation; includes Appendices on data terms and quadratic optimization, and scene flow implementation using Euler-Lagrange equations, in addition to a helpful Glossary.

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