Abstract
We explore algorithms of independent component analysis and K-means applied to 3D
reconstruction of occluded objects using integral imaging. 3D reconstruction of occluded
objects is implemented using the elemental images of the separated objects from
occlusion. Experimental and theoretical results are presented. We show that the 3D
reconstructed images using the proposed method may perform better than those using the
conventional method in terms of contrast, sharpness and average normalized rms error
(RMSE) metrics.
© 2010 IEEE
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