Ontology highlight
ABSTRACT:
SUBMITTER: Fang L
PROVIDER: S-EPMC4000559 | biostudies-literature | 2013 Nov
REPOSITORIES: biostudies-literature
Fang Leyuan L Li Shutao S McNabb Ryan P RP Nie Qing Q Kuo Anthony N AN Toth Cynthia A CA Izatt Joseph A JA Farsiu Sina S
IEEE transactions on medical imaging 20130703 11
In this paper, we present a novel technique, based on compressive sensing principles, for reconstruction and enhancement of multi-dimensional image data. Our method is a major improvement and generalization of the multi-scale sparsity based tomographic denoising (MSBTD) algorithm we recently introduced for reducing speckle noise. Our new technique exhibits several advantages over MSBTD, including its capability to simultaneously reduce noise and interpolate missing data. Unlike MSBTD, our new me ...[more]