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Stochastic Systems Group

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Category: Image Processing
Title: Stochastic Systems Group
Description: The focus of our work is on the development of efficient algorithms for signal and image processing problems. More specifically, we address real-world problems with large dimensionality for which computationally efficient data analysis is a primary concern. Such problems arise in a wide range of areas: geophysical inverse problems (oceanography, groundwater hydrology), remote sensing problems (automatic target recognition from synthetic aperture radar), and non-destructive evaluation problems (medical imaging using tomography). We address problems in these areas by applying (1) methods in signal and image processing, (2) the theory of optimal statistical estimation and detection, and (3) multiscale methods. The following reserach summaries provide details on specific projects.
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