Publications [#235773] of Robert Calderbank

Journal articles or Book chapters PUBLISHED
  1. Renna, F; Rodrigues, MRD; Chen, M; Calderbank, R; Carin, L, Compressive sensing for incoherent imaging systems with optical constraints, IEEE International Conference on Acoustics Speech and Signal Processing (October, 2013), pp. 5484-5488 [doi] .

    We consider the problem of linear projection design for incoherent optical imaging systems. We propose a computationally efficient method to obtain effective measurement kernels that satisfy the physical constraints imposed by an optical system, starting first from arbitrary kernels, including those that satisfy a less demanding power constraint. Performance is measured in terms of mutual information between the source input and the projection measurement, as well as reconstruction error for real world images. A clear improvement in the quality of image reconstructions is shown with respect to both random and adaptive projection designs in the literature. © 2013 IEEE.