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Stereo Correspondence by Surface Reconstruction
March 1990 (vol. 12 no. 3)
pp. 309-315

An algorithm that solves the computational stereo correspondence and the surface reconstruction is presented. The algorithm integrates the reconstruction process in the correspondence analysis by means of multipass attribute matching and disparity refinement. In the matching process, the requirement of attribute similarity is relaxed with the pass number while the requirement for agreement between the predicted and the measured disparity is tightened. Disparity discontinuities and occluded areas are detected by analyzing the partial derivatives of the reconstructed disparity surface. Results on synthetic and on real stereo image pairs are reported.

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Index Terms:
disparity discontinuities; surface reconstruction; computational stereo correspondence; correspondence analysis; multipass attribute matching; disparity refinement; occluded areas; partial derivatives; pattern recognition; picture processing
Citation:
S.I. Olsen, "Stereo Correspondence by Surface Reconstruction," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 12, no. 3, pp. 309-315, March 1990, doi:10.1109/34.49055
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