Concepedia

Mila Nikolova

MN

55

Publications

6.4K

Citations

30

H-Index

1996

Active since

Affiliations

Centre National de la Recherche Scientifique(Current)

École Normale Supérieure Paris-Saclay

Center for MathematicaL studies and their Applications

Chinese University of Hong Kong

Laboratoire des signaux et systèmes

Mila Nikolova is an author at Centre National de la Recherche Scientifique specializing in engineering, inverse problems, and image analysis.

Top concepts

EngineeringInverse ProblemsImage AnalysisMedical Image ComputingComputer VisionApproximation TheorySignal ProcessingMachine VisionMedical ImagingBiomedical Imaging

Publications per year

1996–2019

55

Publications

55

Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization

Raymond H. Chan, Chung-Wa, Mila Nikolova · IEEE Transactions on Image Processing · 2005 · 1.1K citations

Image Analysis, Engineering, Noise Candidates +13

Algorithms for Finding Global Minimizers of Image Segmentation and Denoising Models

Tony F. Chan, Selim Esedoḡlu, Mila Nikolova · SIAM Journal on Applied Mathematics · 2006 · 1K citations

Mathematical Programming, Engineering, Variational Analysis +21

Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery

Mila Nikolova, Michael K. Ng · SIAM Journal on Scientific Computing · 2005 · 462 citations

Mathematical Programming, Numerical Analysis, Alternate Minimization +15

Minimizers of Cost-Functions Involving Nonsmooth Data-Fidelity Terms. Application to the Processing of Outliers

Mila Nikolova · SIAM Journal on Numerical Analysis · 2002 · 319 citations

Mathematical Programming, Anomaly Detection, Machine Learning +22

Local Strong Homogeneity of a Regularized Estimator

Mila Nikolova · SIAM Journal on Applied Mathematics · 2000 · 291 citations

Mathematical Programming, Regularization Prior Term, Engineering +18

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