Time-of-Flight and Structured Light Depth Cameras
Springer International Publishing (Verlag)
978-3-319-30971-2 (ISBN)
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 of these 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 | 08.10.2016 |
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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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