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Stereo Scene Flow for 3D Motion Analysis

Produktform: Buch / Einband - flex.(Paperback)

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.weiterlesen

Sprache(n): Englisch

ISBN: 978-1-4471-6914-7 / 978-1447169147 / 9781447169147

Verlag: Springer London

Erscheinungsdatum: 23.08.2016

Seiten: 128

Auflage: 1

Autor(en): Daniel Cremers, Andreas Wedel

106,99 € inkl. MwSt.
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