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Buch, Englisch, 128 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 250 g
Buch, Englisch, 128 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 250 g
ISBN: 978-1-4471-6914-7
Verlag: Springer
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.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Machine Vision Systems.- Optical Flow Estimation.- Residual Images and Optical Flow Results.- Scene Flow.- Motion Metrics for Scene Flow.- Extensions of Scene Flow.- Conclusion and Outlook.
