Time-of-Flight and Structured Light Depth Cameras - Pietro Zanuttigh, Giulio Marin, Carlo Dal Mutto, Fabio Dominio, Ludovico Minto, Guido Maria Cortelazzo

Time-of-Flight and Structured Light Depth Cameras

Technology and Applications
Buch | Hardcover
XII, 355 Seiten
2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-30971-2 (ISBN)
181,89 inkl. MwSt

This book provides a comprehensive overview of the key technologies and applications related to new cameras that have brought 3D data acquisition to the mass market. It covers both the theoretical principles behind the acquisition devices and the practical implementation aspects of the computer vision algorithms needed for the various applications. Real data examples are used in order to show the performances of the various algorithms. The performance and limitations of the depth camera technology are explored, along with an extensive review of the most effective methods for addressing challenges in common applications.

Applications covered in specific detail include scene segmentation, 3D scene reconstruction, human pose estimation and tracking and gesture recognition. This book offers students, practitioners and researchers the tools necessary to explore the potential uses of depth data in light of the expanding number of devices available for sale. It explores the impact ofthese devices on the rapidly growing field of depth-based computer vision.

Introduction.- Operating principles of structured light depth cameras.- Operating principles of Time-of-Flight depth cameras.- Calibration.- Data fusion from depth and standard cameras.- Scene segmentation assisted by data depth.- 3D scene reconstruction from depth camera data.- Human pose estimation and tracking.- Gesture recognition.- Conclusions.

Erscheinungsdatum
Zusatzinfo XII, 355 p. 193 illus., 154 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte 3D cameras • 3D Reconstruction • Calibration • Computer Science • computer vision • data fusion • depth camera • gesture recognition • image processing and computer vision • Kinect • machine learning • pattern recognition • Pixel information • pose estimation • Real sense • RGB-D • Segmentation • Signal, Image and Speech Processing • Structured Light • time-of-flight
ISBN-10 3-319-30971-4 / 3319309714
ISBN-13 978-3-319-30971-2 / 9783319309712
Zustand Neuware
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