Title :
Multiview projectors/cameras system for 3D reconstruction of dynamic scenes
Author :
Furukawa, Ryo ; Sagawa, Ryusuke ; Delaunoy, Amael ; Kawasaki, Hiroshi
Author_Institution :
Hiroshima City Univ., Hiroshima, Japan
Abstract :
Active vision systems are usually limited to either partial or static scene reconstructions. In this paper, we propose to acquire the entire 3D shape of a dynamic scene. This is performed using a multiple projectors and cameras system, that allows to recover the entire shape of the object within a single scan at each frame. Like previous approaches, a static and simple pattern is used to avoid interferences of multiple patterns projected on the same object. In this paper, we extend the technique to capture a dense entire shape of a moving object with accuracy and high video frame rate. To achieve this, we mainly propose two additional steps; one is checking the consistency between the multiple cameras and projectors, and the other is an algorithm for light sectioning based on a plane parameter optimization. In addition, we also propose efficient noise reduction and mesh generation algorithm which are necessary for practical applications. In the experiments, we show that we can successfully reconstruct dense entire shapes of moving objects. Results are illustrated on real data from a system composed of six projectors and six cameras that was actually built.
Keywords :
cameras; image motion analysis; image reconstruction; mesh generation; optical projectors; optimisation; video signal processing; 3D dynamic scene reconstruction; active vision systems; light sectioning algorithm; mesh generation algorithm; moving object capture; multiview projector-camera system; noise reduction algorithm; plane parameter optimization; video frame rate; Cameras; Image color analysis; Image reconstruction; Optimization; Shape; Three dimensional displays; Vectors;
Conference_Titel :
Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4673-0062-9
DOI :
10.1109/ICCVW.2011.6130441