Research Interests:
My primary objective is to develop new theories (and their corresponding
algorithms) for data approximation:
Given a set of data (possibly contaminated), construct
a function/surface which is close in some sense to the original
(unknown) function/image/surface. Specifically, my research interests are
as follows: Subdivision Scheme, Wavelet, Scattered Data Approximation
by RBF (Radial Basis functions), Image Processing and Numerical PDE.
Papers:
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Suk Ho Lee, Yeon Ju Lee and Jungho Yoon,
A Framework for Moving Least Squares Method with Total Variation
Minimizing Regularization, Journal of Mathematical Imaging and Vision ,
accepted, 2013.
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Youngsoo Ha, Yeon Ju Lee and Jungho Yoon,
Modified Essentially Non-Oscillatory schemes based on
exponential polynomial interpolation for hyperbolic conservation law,
SIAM J. Numer. Anal.
accepted, 2013
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Byeongsun Jung, Yeon Ju Lee and Jungho Yoon,
A family of subdivisionscheme reproducing exponential polynomial,
J. of Math. Anal. and Appl.
accepted, 2013
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Byeongsun Jung, Hong Oh Kim, Yeon Ju Lee and Jungho Yoon,
Exponential polynomial reproduction property of non-stationary
subdivision schemes and normalized exponential B-splines,
Advances in Comp. Math. , accepted, 2013
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Youngsoo Ha, Changho Kim, Yeon Ju Lee and Jungho Yoon,
An improved weighted essentially non-oscillatory scheme
with a new smoothness indicator, J. of Comp. Physics , 232, 68-86, 2013.
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Youngsoo Ha, Changho Kim, Yeon Ju Lee and Jungho Yoon,
Mapped WENO schemes based on a new smoothness indicator
for Hamilton-Jacobi Equations, J. of Math. Anal. and Appl. ,
vol. 394, 670-682, 2012.
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Kil Hyun Kwon Dae Gwan Lee and Jungho Yoon
Band-Limited Scaling Functions with Oversampling Property,
IEICE Trans. Fund. of Ele. Comm. and Comp. E95A, 661-665, (2012)
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Yeon Ju Lee, Mun Bae Lee and Jungho Yoon,
Sobolev-type Lp-Approximation Orders of
Radial Basis Function Interpolation to Functions in Fractional
Sobolev Spaces,
IMA Journal of Numerical Analysis, 32, 279-293, 2012.
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Yeon Ju Lee and Jungho Yoon,
Analysis of Compactly Supported Non-stationary biorthogonal
Wavelwet Systems based on Exponential B-splines,
Abstract Applied Analysis, vol 2011, 1085-3375, 2011.
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Sunwwo Hasik, Mun Bae Lee, Yeon Ju Lee and Jungho Yoon,
Some issues on interpolation matrices of locally scaled
radial basis functions,
Applied Mathematics and Computation,
217, 5011-5014 (2011).
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Yeon Ju Lee and Jungho Yoon,
Non-liear Image Zooming Upsampling Method based on Radial
Basis Function Interplation,
IEEE Transactions on Image Processing ,
Vol 19 Issue 10, 2682 - 2692 (2010)
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H. Kim, R. Kim, Y. Lee, and Jungho Yoon,
Quasi-Interpolatory Refinable Functions and Construction of
Biorthogonal Wavelet Systems,
Adv. in Comp. Math , 33, no. 3, 255-283, (2010).
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Yeon Ju. Lee, and Jungho Yoon,
Non-stationary Subdivision Schemes for Surface Interpolation
based on Exponential Polynomials,
Applied Numerical Mathematics ,
vol. 60, 130-141 (2010).
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Yeon Ju. Lee, and Jungho Yoon,
Analysis of Stationary Subdivision Schemes for Curve Designs based on
Radial Basis Function Interpolation,
Applied Mathematics and Computation,
vol. 215, 3851-3859 (2010).
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Rick Archibald, Anne Gelb, Jungho Yoon,
Determining the Locations and Discontinuities in the Derivatives
of Functions,
Applied Numerical Mathematics , Vol 58, 577-592 (2008).
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Yeon Ju Lee, Gang Jun Yoon, Jungho Yoon,
Convergence Property of Increasingly Flat Radial Basis function
Interpolation to Polynomial Interpolation,
PostScript-file,
SIAM J. Mathematical Analysis, Vol 39 537-553, (2007).
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Nira Dyn, David Levin, and Jungho Yoon,
Analysis of Univariate Non-stationary Subdivision Schemes
with Application to Gaussian-Based Interpolatory Schemes,
SIAM J. Mathematical Analysis, Vol 39, 470-488 (2007).
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Changho Kim, Sang Dong Kim, Jungho Yoon,
A collocation least-squares approximation for
second-order elliptic partial differential equations
Applied . Comp. Math. , to appear, (2007).
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Choi, Y.-J. Lee, J. Yoon, B.-G. Lee, Y.-J. Kim,
A New Class of Non-stationary Interpolatory Subdivision Schemes based on
Exponential Polynomials,
SpringerLink, Geometric Modeling and Processing - GMP 2006:
PDF-file
Lecture Notes in Computer Science Vol 4077, pp.563-570, 2006.
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Byung Gook Lee, Yeon Ju Lee, Jungho Yoon,
Stationary Binary Subdivision Schemes Using
Radial Basis Function Interpolation,
PDF-file
Advances in Comp. Math. Vol 25. 57-72 (2006).
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Sung Woo Choi, Byung Gook Lee, Yeon Ju Lee, Jungho Yoon,
Stationary Subdivision Schemes Reproducing Polynomials,
PDF-file
Computer Aided Geometric Design , Vol 23, 351-360 (2006).
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Changho Kim, Sangdong Kim, Yong Hun Lee, Jungho Yoon,
Convergence analysis for a second-order elliptic
Equation by a collocation method using scattered points,
PDF-file
Journal of Comp. Appl. Math. ,
Vol 186 (2006) no. 1, 450-465,
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Rick Archibald, Anne Gelb, Jungho Yoon,
Polynomial Fitting for Edge Detection in irregularly Sampled
Signals and Images,
PDF-file
SIAM Numer. Analysis , Vol. 43, 259-279, (2005).
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Jungho Yoon,
Improved Accuracy of $L_p$-Approximation to Derivatives
by Radial Basis Function Interpolation
Appl. Math. Comp. 161 (2005), no. 1, 109--119.
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Jungho Yoon,
On the stationary $L\sb p$-approximation power to derivatives by radial basis
function interpolation. Appl. Math. Comp. 150 (2004), no. 3, 875--887.
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Jungho Yoon,
$L_p$ Error Estimates for `Shifted' Surface Spline Interpolation
on Sobolev Space,
Mathematics of Computation, 72 (2003), 243, 1349-1367.
PostScript-file,
PDF-file
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Jungho Yoon,
A Nonstationary Approximation Scheme on Scattered Centers in $R^d$
by Radial Basis functions,
Special Issue on "Wavelets and Approximation Theory",
Journal of Comp. Appl. Math. ,
Vol 155 (2003) no. 1, 163-175,
PostScript-file,
PDF-file
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Jungho Yoon,
Spectral Approximation Orders of Radial
Basis Function Interpolation on the Sobolev Space,
SIAM J. Math Anal., Vol. 33, No 4, 946-958, (2001).
PostScript-file,
PDF-file
- Jungho Yoon,
Approximation in $L_p(R^d)$ from a space spanned by the
scattered shifts of a radial basis function,
Constructive Approximation 17 (2001), no. 2, 227-247.
PostScript-file,
PDF-file
- Jungho Yoon,
Computational Aspects of Approximation to Scattered Data by Using
`Shifted'
Thin-Plate Spline, Advances in Comp. Math. 14 (2001), no. 4, 329-359.
PostScript-file,
PDF-file
- Jungho Yoon,
Interpolation by Radial Basis Functions on Sobolev Space,
Journal of Approx. Theory 112 (2001), no. 1, 1-15.
PostScript-file,
PDF-file
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Jungho Yoon,
Approximation by Conditionally Positive Definite Functions
With Finitely Many Centers,
Trends in Approximation Theory, K. Kopotun, T. Lyche, and
M. Neamtu (eds.), Vanderbilt University Press,
Nashville, (2001), 437-446.
PostScript-file ,
PDF-file
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Jungho Yoon,
Approximation to Scattered Data,
PostScript-file,
PDF-file, Ph.D. Thesis, 1998,
University of Wisconsin-Madison, USA.