Title :
Accurate 3D reconstruction of dynamic scenes with Fourier transform assisted phase shifting
Author :
Pengyu Cong ; Yueyi Zhang ; Zhiwei Xiong ; Shenghui Zhao ; Feng Wu
Author_Institution :
Sch. of Inf. & Electron., Beijing Inst. of Technol., Beijing, China
Abstract :
Phase shifting is a widely used method for accurate and dense 3D reconstruction. However, at least three images of the same scene are required for each reconstruction, so measurement errors are inevitable in dynamic scenes, even with high-speed hardware. In this paper, we propose a Fourier transform assisted phase shifting method to overcome the motion vulnerability in phase shifting. A new model with motion-related phase shifts is formulated, and the coarse phase measurements obtained by Fourier transform profilemetry are used to estimate the unknown phase shifts. The phase errors caused by motion are greatly reduced in this way. Experimental results show that the proposed method can obtain accurate and dense 3D reconstruction of dynamic scenes, with regard to different kinds of motion.
Keywords :
Fourier transforms; image reconstruction; phase measurement; stereo image processing; 3D reconstruction; Fourier transform assisted phase shifting; Fourier transform profilemetry; coarse phase measurements; dynamic scenes; high-speed hardware; measurement errors; motion vulnerability; motion-related phase shifts; phase errors; unknown phase shifts; Accuracy; Cameras; Dynamics; Fourier transforms; Image reconstruction; Phase measurement; Three-dimensional displays; Fourier transform profilometry; dynamic scene; motion compensation; phase shifting;
Conference_Titel :
Visual Communications and Image Processing (VCIP), 2013
Conference_Location :
Kuching
Print_ISBN :
978-1-4799-0288-0
DOI :
10.1109/VCIP.2013.6706399