3-D Reconstruction from Sparse Views using Monocular Vision
@article{Saxena20073DRF, title={3-D Reconstruction from Sparse Views using Monocular Vision}, author={A. Saxena and Min Sun and A. Ng}, journal={2007 IEEE 11th International Conference on Computer Vision}, year={2007}, pages={1-8} }
We consider the task of creating a 3-d model of a large novel environment, given only a small number of images of the scene. This is a difficult problem, because if the images are taken from very different viewpoints or if they contain similar-looking structures, then most geometric reconstruction methods will have great difficulty finding good correspondences. Further, the reconstructions given by most algorithms include only points in 3-d that were observed in two or more images; a point… CONTINUE READING
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