Development of signal and image processing algorithms for industrial applications: geosciences (with an integrated geoscience company), chemical analysis (with an analytical chemistry laboratory), engine diagnosis (with a multinational or a mid-sized company), with a focus on extracting information from complicated data (signals, images) in high noises or disturbances.
Specialties: signal processing, image analysis, data compression, denoising, wavelets and filter banks, basic statistical analysis and robust statistics, empirical data analysis, interaction with low-fidelity physical/empirical models, modeling, understanding other fields' algorithmic needs, data structuring, finding skills
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image processingwaveletssparsityimage analysisondelettesconvex optimizationmultiscalescale-spaceapproximationtraitement des imagestraitement d'imagescomplexmatchingmultipleframewaveletmorletfilterseismicadaptivemultivariateremovalgeophysicstime-scalemodeloptimizationnetworksbiologymathematicsbiotechnologycomprehensive chromatographymatlab toolboxgcxgcasymmetric penaltybackgroundlow-pass filteringbaseline drifttrend filteringmajorization-minimizationsparse derivativeinstrumental biasbaseline correctionbaseline wandernonconvex optimizationblind deconvolutionpreconditioned forward-backward algorithmsmoothed l_1/l_2 regularizationseismic data processingnorm ratio
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