Skip to main content

Sungwoo Choi

Korea University · Engineering

About the Lab

Professor Sungwoo Choi's research lab specializes in applied mathematics and computational modeling with a focus on geometric analysis, particularly the medial axis transform and its stability properties in both 2D and 3D domains. The lab also conducts advanced research in optimization and operations research, especially in production scheduling and heuristic algorithms for NP-hard problems such as the economic lot-scheduling problem. Additionally, the lab explores signal processing and video analysis techniques, emphasizing efficient, compressed-domain algorithms for real-time video applications. The interdisciplinary work bridges theoretical mathematics with practical engineering and biomedical applications, including protein kinase C signaling in human cells.

medial axis transformnonlinear differential equationscompressed domain video processingproduction schedulingstability analysis in geometry

Research Overview

Papers
34
Total Citations
885
Papers (5y)
5
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
5total
2016
2019
2020
2021
2023
Citations per year (5y)
33total
20162019202020212023

Selected Papers

15
1
Article|302 citations·1997
Mathematical theory of medial axis transform
Hyeong In Choi, Sung Woo Choi, Hwan Pyo Moon
SJR Q1Pacific Journal of MathematicsOA

The medial axis of a plane domain is defined to be the set of the centers of the maximal inscribed disks. It is essentially the cut loci of the inward unit normal bundle of the boundary. We prove that if a plane domain has finite number of boundary curves each of which consists of finite number of real analytic pieces, then the medial axis is a connected geometric graph in R 2 with finitely many vertices and edges. And each edge is a real analytic curve which can be extended in the C 1 manner at

Computational MechanicsEngineering
2
Article|134 citations·2000
Fast scene change detection using direct feature extraction from MPEG compressed videos
Sung Woo Choi, Youngmin Kim, Seong‐Whan Lee
SJR Q1IEEE Transactions on Multimedia

In order to process video data efficiently, a video segmentation technique through scene change detection must be required. This is a fundamental operation used in many digital video applications such as digital libraries, video on demand (VOD), etc. Many of these advanced video applications require manipulations of compressed video signals. So, the scene change detection process is achieved by analyzing the video directly in the compressed domain, thereby avoiding the overhead of decompressing

Computer Vision and Pattern RecognitionComputer Science
3
Article|76 citations·2002
Hybrid genetic algorithm for the economic lot-scheduling problem
Ilkyeong Moon, Edward A. Silver, Sung Woo Choi
SJR Q1International Journal of Production Research

The economic lot-scheduling problem (ELSP) is an important production scheduling problem that has been intensively studied over 40 years. Numerous heuristic algorithms have been developed since the problem is NP-hard. Dobson's heuristic has been regarded as the best in its performance. The present paper provides a hybrid genetic algorithm based on the time-varying lot sizes approach in the ELSP literature. Numerical experiments show that the hybrid genetic algorithm outperforms Dobson's heuristi

Industrial and Manufacturing EngineeringEngineering
4
Article|36 citations·2011
Complete subdivision algorithms, II: Isotopic meshing of singular algebraic curves
Michael Burr, Sung Woo Choi, Ben Galehouse, Chee Yap
SJR Q2Journal of Symbolic Computation
Computational MechanicsEngineering
5
Article|31 citations·2006
Stationary subdivision schemes reproducing polynomials
Sung Woo Choi, Byung-Gook Lee, Yeon Ju Lee, Jungho Yoon
SJR Q2Computer Aided Geometric Design
Computational MechanicsEngineering
6
Article|21 citations·2002
Linear onesided stability of MAT for weakly injective 3D domain
Sung Woo Choi, Hans‐Peter Seidel

Despite its usefulness in many applications, the medial axis transform (MAT) is very sensitive to the change of the boundary in the sense that, even if a shape is perturbed only slightly, the Hausdorff distance between the MATs of the original shape and the perturbed one may be large. However, it is known that MATs of 2D domains are stable if we view this phenomenon with the one-sided Hausdorff distance. This result depends on the fact that MATs are stable if the differences between them are mea

Computational MechanicsEngineering
7
Article|20 citations·2001
Hyperbolic Hausdorff Distance for Medial Axis Transform
Sung Woo Choi, Hans‐Peter Seidel
SJR Q2Graphical ModelsOA
Computational MechanicsEngineering
8
Article|13 citations·1998
Protein kinase C-α levels are inversely associated with growth rate in cultured human dermal fibroblasts
Sung Woo Choi, Hee‐Young Park, Nelly G. Rubeiz, Dana L. Sachs, Barbara A. Gilchrest
SJR Q1Journal of Dermatological ScienceOA

Human dermal fibroblasts are known to express the alpha, delta, epsilon, and zeta isoforms of protein kinase C (PKC). We asked whether the growth of human dermal fibroblasts correlates with expression of a particular PKC isoform. Of total PKC activity measured in the presence of calcium, a condition permissive for activation of all PKC isoforms, 75%) was contributed by PKC-alpha, suggesting that PKC-alpha is the dominant isoform in human dermal fibroblasts. We then further studied PKC-alpha unde

Cell BiologyBiochemistry, Genetics and Molecular Biology
9
Article|12 citations·2012
Existence and uniqueness of nonlinear deflections of an infinite beam resting on a non-uniform nonlinear elastic foundation
Sung Woo Choi, T.S. Jang
SJR Q2Boundary Value ProblemsOA

We consider the static deflection of an infinite beam resting on a nonlinear and nonuniform elastic foundation. The governing equation is a fourth-order nonlinear ordinary differential equation. Using the Green's function for the well-analyzed linear version of the equation, we formulate a new integral equation which is equivalent to the original nonlinear equation. We find a function space on which the corresponding nonlinear integral operator is a contraction, and prove the existence and the u

Mechanics of MaterialsEngineering
10
Article|11 citations·2003
Linear one-sided stability of MAT for weakly injective 3D domain
Sung Woo Choi, Hans‐Peter Seidel
SJR Q1Computer-Aided Design
Computational MechanicsEngineering
11
Article|8 citations·2002
Linear One-Sided Stability of MAT for Weakly Injective Domain
Sung Woo Choi, Hans‐Peter Seidel
SJR Q2Journal of Mathematical Imaging and Vision
Computer Vision and Pattern RecognitionComputer Science
12
Article|4 citations·2020
Existence and uniqueness of finite beam deflection on nonlinear non-uniform elastic foundation with arbitrary well-posed boundary condition
Sung Woo Choi
SJR Q2Boundary Value ProblemsOA

Abstract For arbitrary two-point boundary condition, which makes the corresponding linear uniform problem well-posed, we obtain an existence and uniqueness result for the boundary value problem of finite beam deflection resting on arbitrary nonlinear non-uniform elastic foundation. The difference between the desired solution and the corresponding linear uniform one in $L^{\infty}$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msup><mml:mi>L</mml:mi><mml:mi>∞</mml:mi></mml:msup></

Computational Theory and MathematicsComputer Science
13
Article|4 citations·2001
One-sided Stability of MAT and Its Applications
Sung Woo Choi, Hans‐Peter Seidel

Although useful in many applications,\n the medial axis transform (MAT) has a few fit-falls,\n one of which is its extreme sensitivity to the boundary\n perturbation.\nIn this paper, we first summarizes the previous attempts to \n get around this by bounding the one-sided Hausdorff distance\n of the MAT with respect to the boundary perturbation.\nWe illustrate these results and their optimality with various examples.\nFinally, we suggest an application of them in pruning.\nIn particular, we disc

Computational MechanicsEngineering
14
Article|3 citations·2002
Stability analysis of medial axis transform under relative Hausdorff distance
Sung Woo Choi, Seong‐Whan Lee

Medial axis transform (MAT) is a basic tool for shape analysis. However, in spite of its usefulness, it has some drawbacks, one of which is its instability under the boundary perturbation. We show that, although medial axis transform is unstable with respect to standard measures such as the Hausdorff distance, it is stable in a measure called relative Hausdorff distance for some "smoothed out" injective domains. In fact, we obtain an upper bound of the relative Hausdorff distance of the MAT of a

Computer Vision and Pattern RecognitionComputer Science
15
Article|3 citations·2015
Spectral analysis of the integral operator arising from the beam deflection problem on elastic foundation II: eigenvalues
Sung Woo Choi
SJR Q2Boundary Value ProblemsOA

We analyze the eigenstructure of the integral operator $\mathcal{K}_{l, \alpha, k}$ which arise naturally from the beam deflection equation on linear elastic foundation with finite beam. We show that $\mathcal{K}_{l, \alpha, k}$ has countably infinite number of positive eigenvalues approaching 0 as the limit, and give explicit upper and lower bounds on each of them. Consequently, we obtain explicit upper and lower bounds on the $L^{2}$ -norm of the operator $\mathcal{K}_{l, \alpha, k}$ . We also

Computational Theory and MathematicsComputer Science

Research Areas

Computational MechanicsComputational Theory and MathematicsMechanics of MaterialsComputer Vision and Pattern RecognitionIndustrial and Manufacturing EngineeringComputer Graphics and Computer-Aided Design

Dive deeper into Sungwoo Choi's research on Nubint

Open this lab's papers in the app to read with AI, summarize, and cite in your writing.