Murielle Kirkove holds a master's degree in Mathematics and a PhD in image processing. She has over 20 years of experience in software development and signal processing, specializing in areas such as restoration (denoising, deconvolution, compressive sensing), inverse problems, wavelet analysis, and Machine Learning, applied to various physical domains and imaging techniques.

From 2003 to 2007, she worked as an assistant in the Medical Imaging unit of the Physics department of the University of Liège. Between 2007 and 2012, she served as a scientific architect in the research unit of Euresys in Liège. From 2012 to 2015, she divided her time between the ¿Signal Processing¿ lab at the Liège Space Center (CSL) and the INTELSIG lab at the Montefiore Institute. Since 2015, she has been employed full-time at CSL.

She developed signal processing algorithms for astronomical and medical imaging, electroencephalography, Synthetic Aperture Radar (SAR) imaging, Non-Destructive Testing (NDT) with laser techniques, X-Ray Fluorescence (XRF) spectrometry and instrumentation. Her work includes contributions to numerous projects such as IGLESIAS for electroencephalography, SAOCOM (TopSAR Processor, S1 Sigma_Naught Processor, Data Reader, SNAP Plug-Ins), SYMPA, SMAIAD and EDITOR for SAR imaging, AOC, TECCOMA and TERA4ALL for NDT using laser techniques, ECWALI and PLANUM for XRF spectrometry, FLEX OGC, ALTIUS OGC, and THESEUS for instrumentation. She also supervised master student works related to some of these projects as well as other studies as Ship detection from SAR imaging using Deep Learning and Compressive Sensing for instrumentation.

Research field

Techniques d'imagerie et traitement d'images
Informatique générale
Analyse de Fourier
Analyse complexe
Analyse mathématique
Analyse numérique
Intelligence artificielle
Programmation du calcul numérique
Statistique appliquée
Imagerie médicale, radiologie, tomographie
Systèmes d'information géographique

Duties or mandates

Specialist in signal processing

KIRKOVE Murielle

Bibliography

Biography

Research field

Duties or mandates

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