Title :
An Error Correcting 3D Scanning Technique Using Dual Pseudorandom Arrays
Author :
Wijenayake, Udaya ; Baek, Seung-Hae ; Park, Soon-Yong
Author_Institution :
Sch. of Comput. Sci. & Eng., Kyungpook Nat. Univ., Daegu, South Korea
Abstract :
Designing a low cost structured light system which can acquire 3D data in real time with great accuracy is still an ongoing topic among computer vision community as it is hard to achieve all these features together. Among various structured light systems, pseudorandom array is the most suitable technique for real time 3D reconstruction as it tends to concentrate the entire coding scheme in a single pattern. But it has the difficulty of decoding the pattern when it loses few pattern symbols. In this paper, we address this problem by introducing an error correcting 3D scanning technique. This technique consists of a two way decoding method which can decode a dual pseudorandom array and a hole-filling algorithm. In the experimental results, we show that our 3D scanning technique largely improves the reconstruction compared to the conventional methods.
Keywords :
computer vision; data acquisition; decoding; image coding; 3D data acquisition; 3D reconstruction; coding scheme; computer vision community; dual pseudorandom arrays; error correcting 3D scanning technique; hole-filling algorithm; single pattern; structured light system; two way decoding method; Cameras; Decoding; Encoding; Equations; Image coding; Image color analysis; Image reconstruction; 3D reconstruction; dual pseudorandom array; hole-filling; structured light; two way decoding;
Conference_Titel :
3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), 2012 Second International Conference on
Conference_Location :
Zurich
Print_ISBN :
978-1-4673-4470-8
DOI :
10.1109/3DIMPVT.2012.68