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Optical Engineering

Probabilistic choice between symmetric disparities in motion stereo matching for a lateral navigation system
Author(s): Egor Ershov; Victor N. Karnaukhov; Mikhail G. Mozerov
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Paper Abstract

Two consecutive frames of a lateral navigation camera video sequence can be considered as an appropriate approximation to epipolar stereo. To overcome edge-aware inaccuracy caused by occlusion, we propose a model that matches the current frame to the next and to the previous ones. The positive disparity of matching to the previous frame has its symmetric negative disparity to the next frame. The proposed algorithm performs probabilistic choice for each matched pixel between the positive disparity and its symmetric disparity cost. A disparity map obtained by optimization over the cost volume composed of the proposed probabilistic choice is more accurate than the traditional left-to-right and right-to-left disparity maps cross-check. Also, our algorithm needs two times less computational operations per pixel than the cross-check technique. The effectiveness of our approach is demonstrated on synthetic data and real video sequences, with ground-truth value.

Paper Details

Date Published: 2 February 2016
PDF: 6 pages
Opt. Eng. 55(2) 023101 doi: 10.1117/1.OE.55.2.023101
Published in: Optical Engineering Volume 55, Issue 2
Show Author Affiliations
Egor Ershov, Institute for Information Transmission Problems (Russia)
Victor N. Karnaukhov, Institute for Information Transmission Problems (Russia)
Mikhail G. Mozerov, Institute for Information Transmission Problems (Russia)


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