A manifold lifting algorithm for multi-view compressive imaging

  title={A manifold lifting algorithm for multi-view compressive imaging},
  author={Michael B. Wakin},
  journal={2009 Picture Coding Symposium},
We consider a multi-view imaging scenario where a number of cameras observe overlapping, translated subimages of a larger scene. To simplify the acquisition and encoding of these images, we propose a non-collaborative compressive sensing protocol at each camera. We discuss a prototype algorithm for joint reconstruction of the images from the ensemble of random measurements, based on the geometric manifold structure that arises from the varying camera positions. Even when the camera positions… CONTINUE READING
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