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A geometric approach to multi-view compressive imaging

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Figure

Figure 1 Multi-view compressive imaging setup. A common scene is observed by J cameras from different positions
Figure 2 A manifoldprovide a stable embedding of ℳ can be viewed as a nonlinear surface in ℝN
Figure 3 The multiscale structure of manifolds. The topmanifold in this figure corresponds to the collection of images of ateapot that could be acquired from different camera positions θ.While manifolds like this containing images with sharp edges arenot differentiable, manifolds of images containing smooth imagesare differentiable, and the more one smoothes the images, thesmoother the manifold becomes.
Figure 4 Lumigraph geometry in compressive multi-view imagingreconstructed lumigraph. Each blue line connects an estimated point on the object to a camera from which that point is visible
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