CORDIS Project
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This project aims to create a comprehensive framework for signal processing that emphasizes sparsity and utilizes wavelet-like representations. It focuses on developing new algorithms for 3-D biomedical image analysis, particularly in advanced imaging techniques such as fluorescence and digital holography microscopy.
In recent years, the research focus in signal processing has shifted away from the classical linear paradigm, which is intimately linked with the theory of stationary Gaussian processes.
Instead of considering Fourier transforms and performing quadratic optimization, researchers are presently favoring wavelet-like representations and have adopted ”sparsity” as design paradigm.Our ambition is to develop a unifying operator-based framework for signal processing that would provide the ``sparse"" co…
ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
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