Intel Corporation
PRIVACY-PRESERVING RECONSTRUCTION FOR COMPRESSED SENSING

Abstract:

Privacy-preserving reconstruction for compressed sensing is described. An example of a method includes capturing raw image data for a scene with a compressed sensing image sensor; performing reconstruction of the raw image data, including performing an enhancement reconstruction of the raw image data; and generating a masked image from the reconstruction of the raw image data, wherein the enhancement reconstruction includes applying enhancement utilizing a neural network trained with examples including image data in which private content is masked.