• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

An Efficent Method of Binocular Data Reconstruction

Vol. 9, No. 9, September 29, 2015
10.3837/tiis.2015.09.024, Download Paper (Free):

Abstract

3D reconstruction based on binocular data is significant to machine vision. In our method, we propose a new and high efficiency 3D reconstruction approach by using a consumer camera aiming to: 1) address the configuration problem of dual camera in the binocular reconstruction system; 2) address stereo matching can hardly be done well problem in both time computing and precision. The kernel feature is firstly proposed in calibration stage to rectify the epipolar. Then, we segment the objects in the camera into background and foreground, for which system obtains the disparity by different method: local window matching and kernel feature-based matching. Extensive experiments demonstrate our proposed algorithm represents accurate 3D model.


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Cite this article

[IEEE Style]
Y. Rao, X. Ding and B. Fan, "An Efficent Method of Binocular Data Reconstruction," KSII Transactions on Internet and Information Systems, vol. 9, no. 9, pp. 3721-3737, 2015. DOI: 10.3837/tiis.2015.09.024.

[ACM Style]
YunBo Rao, Xianshu Ding, and Bojiang Fan. 2015. An Efficent Method of Binocular Data Reconstruction. KSII Transactions on Internet and Information Systems, 9, 9, (2015), 3721-3737. DOI: 10.3837/tiis.2015.09.024.