This book presents an interdisciplinary selection of cutting-edge research on RGB-D based computer vision. Features: discusses the calibration of color and depth cameras, the reduction of noise on depth maps and methods for capturing human performance in 3D; reviews a selection of applications which use RGB-D information to reconstruct human figures, evaluate energy consumption and obtain accurate action classification; presents an approach for 3D object retrieval and for the reconstruction of gas flow from multiple Kinect cameras; describes an RGB-D computer vision system designed to assist the visually impaired and another for smart-environment sensing to assist elderly and disabled people; examines the effective features that characterize static hand poses and introduces a unified framework to enforce both temporal and spatial constraints for hand parsing; proposes a new classifier architecture for real-time hand pose recognition and a novel hand segmentation and gesture recognition system.
Produkteigenschaften
- Artikelnummer: 9783319086507
- Medium: Buch
- ISBN: 978-3-319-08650-7
- Verlag: Springer International Publishing
- Erscheinungstermin: 05.08.2014
- Sprache(n): Englisch
- Auflage: 2014
- Serie: Advances in Computer Vision and Pattern Recognition
- Produktform: Gebunden
- Gewicht: 6746 g
- Seiten: 316
- Format (B x H x T): 160 x 241 x 24 mm
- Ausgabetyp: Kein, Unbekannt