4.6 Article

A novel algorithm for image representation using discrete spectrum of the Schrodinger operator

Journal

DIGITAL SIGNAL PROCESSING
Volume 40, Issue -, Pages 80-87

Publisher

ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.dsp.2015.01.005

Keywords

Image representation; Schrodinger operator; Discrete spectrum; Squared eigenfunctions; Semi-classical analysis

Funding

  1. KAUST

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This paper extends the recent signal analysis method based on the spectral analysis of the semi-classical Schrodinger operator to two dimensions. An algorithm based on the tensor product approach when writing the eigenfunctions of the semi-classical Schrodinger operator is proposed. The algorithm is described and the effect of some parameters on the convergence of this method are numerically studied. The performance of the algorithm is illustrated through some examples. (C) 2015 Elsevier Inc. All rights reserved.

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