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Optical Engineering

Accurate and real-time depth video acquisition using Kinect–stereo camera fusion
Author(s): Williem Williem; Yu-Wing Tai; In Kyu Park
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Paper Abstract

This paper presents a Kinect–stereo camera fusion system that significantly improves the accuracy of depth map acquisition. The typical Kinect depth map suffers from missing depth values and errors, resulting from a single Kinect input. To ameliorate such problems, the proposed system couples a Kinect with a stereo RGB camera to provide an additional disparity map. Kinect depth map and the disparity map are efficiently fused in real time by exploiting a spatiotemporal Markov random field framework on a graphics processing unit. An efficient temporal data cost is proposed to maintain the temporal coherency between frames. We demonstrate the performance of the proposed system on challenging real-world examples. Experimental results confirm that the proposed system is robust and accurate in depth video acquisition.

Paper Details

Date Published: 30 April 2014
PDF: 9 pages
Opt. Eng. 53(4) 043110 doi: 10.1117/1.OE.53.4.043110
Published in: Optical Engineering Volume 53, Issue 4
Show Author Affiliations
Williem Williem, Inha Univ. (Korea, Republic of)
Yu-Wing Tai, KAIST (Korea, Republic of)
In Kyu Park, Inha Univ. (Korea, Republic of)


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