Sparse Multidimensional Representation using Shearlets

@inproceedings{Labate2005SparseMR,
  title={Sparse Multidimensional Representation using Shearlets},
  author={Demetrio Labate and Wang-Q Lim and Gitta Kutyniok and Guido Weiss},
  year={2005}
}
In this paper we describe a new class of multidimensional representation systems, called shearlets. They are obtained by applying the actions of dilation, shear transformation and translation to a fixed function, and exhibit the geometric and mathematical properties, e.g., directionality, elongated shapes, scales, oscillations, recently advocated by many authors for sparse image processing applications. These systems can be studied within the framework of a generalized multiresolution analysis… CONTINUE READING
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