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Kim, Yunho (김윤호)

Department
Department of Mathematical Sciences(수리과학과)
Website
https://yunhokim.wordpress.com/
Lab
Mathematical Imaging Analysis Lab. (수리적 영상분석 연구실)
Research Keywords
Optimization, calculus of variations, partial differential equations, computational mathematics, inverse problems, convex analysis, Image Processing, Compressed Sensing, Eigenvalue Problems, Medical/Biomedical Imaging
Research Interests
I am mostly interested in mathematical understanding of image data, especially medical and biomedical image data. The research projects that I either had finished or am still pursuing include
1. Image denoising/deblurring/segmentation problems,2. A.I. research for image processing tasks using Reservoir Computing Networks in Neuromorphic Computing3. Generalized eigenvalue problems and their numerical computations,4. Medical/biomedical image reconstruction problems,5. Variants of the Allen-Cahn equation in connection with (volume preserving) mean curvature motion.
This table browses all dspace content
Issue DateTitleAuthor(s)TypeViewAltmetrics
2022-05Deep-Learning-Based Algorithm for the Removal of Electromagnetic Interference Noise in Photoacoustic Endoscopic Image ProcessingGulenko, Oleksandra; Yang, Hyunmo; Kim, KiSik, et alARTICLE109 Deep-Learning-Based Algorithm for the Removal of Electromagnetic Interference Noise in Photoacoustic Endoscopic Image Processing
2022-05Numerical investigation into the dependence of the Allen–Cahn equation on the free energyLee, Dongsun; Kim, YunhoARTICLE54 Numerical investigation into the dependence of the Allen–Cahn equation on the free energy
2021-09Two-stage adaptive random Fourier sampling method for image reconstructionYoon, Joo Dong; Kim, YunhoARTICLE232 Two-stage adaptive random Fourier sampling method for image reconstruction
2021-07PDE-guided reservoir computing for image denoising with small dataJeon, Jongha; Kim, Pilwon; Jang, Bongsoo, et alARTICLE181 PDE-guided reservoir computing for image denoising with small data
2020-06Novel mass-conserving Allen–Cahn equation for the boundedness of an order parameterLee, Dongsun; Kim, YunhoARTICLE468 Novel mass-conserving Allen–Cahn equation for the boundedness of an order parameter
2020-01Non-unique solutions for a convex TV - L-1 problem in image segmentationKim, YunhoARTICLE542 Non-unique solutions for a convex TV - L-1 problem in image segmentation
2019-10An unconstrained global optimization framework for real symmetric eigenvalue problemsKim, YunhoARTICLE425 An unconstrained global optimization framework for real symmetric eigenvalue problems
2019-09Direct imaging of structural disordering and heterogeneous dynamics of fullerene molecular liquidChoe, Jeongheon; Lee, Yangjin; Park, Jungwon, et alARTICLE576 Direct imaging of structural disordering and heterogeneous dynamics of fullerene molecular liquid
2019-08A Newton’s method characterization for real eigenvalue problemsKim, YunhoARTICLE416 A Newton’s method characterization for real eigenvalue problems
2014-04A vectorial total variation model for denoising high angular resolution diffusion images corrupted by Rician noiseKim, Yunho; Tong, M.; Zhan, L., et alARTICLE1027 A vectorial total variation model for denoising high angular resolution diffusion images corrupted by Rician noise
2014-03Intensity Nonuniformity Correction for Brain MR Images with Known Voxel ClassesKim, Yunho; Tagare, Hemant D.ARTICLE901 Intensity Nonuniformity Correction for Brain MR Images with Known Voxel Classes
2014-02Image Restoration Using One-Dimensional Sobolev Norm Profiles of Noise and TextureKim, Yunho; Garnett, John B; Vese, Luminita A.ARTICLE964 Image Restoration Using One-Dimensional Sobolev Norm Profiles of Noise and Texture
2013Image Restoration with a New Class of Forward-Backward-Forward Diffusion Equations of Perona-Malik Type with Applications to Satellite Image EnhancementGuidotti, Patrick; Kim, Yunho; Lambers, JamesARTICLE885 Image Restoration with a New Class of Forward-Backward-Forward Diffusion Equations of Perona-Malik Type with Applications to Satellite Image Enhancement
2012Wavelet Decomposition Method for L-2/TV-Image DeblurringFornasier, M.; Kim, Yunho; Langer, A., et alARTICLE924 Wavelet Decomposition Method for L-2/TV-Image Deblurring
2010-05HARDI DATA DENOISING USING VECTORIAL TOTAL VARIATION AND LOGARITHMIC BARRIERKim, Yunho; Thompson, Paul M.; Vese, Luminita A.ARTICLE866 HARDI DATA DENOISING USING VECTORIAL TOTAL VARIATION AND LOGARITHMIC BARRIER
2009-02IMAGE RECOVERY USING FUNCTIONS OF BOUNDED VARIATION AND SOBOLEV SPACES OF NEGATIVE DIFFERENTIABILITYKim, Yunho; Vese, Luminita A.ARTICLE822 IMAGE RECOVERY USING FUNCTIONS OF BOUNDED VARIATION AND SOBOLEV SPACES OF NEGATIVE DIFFERENTIABILITY

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