Skip to main content

Cheol Lee

Hanyang University · Computer Science

About the Lab

Professor Cheol Lee's research lab specializes in signal processing, image and video reconstruction, and advanced display technologies. The lab focuses on high dynamic range (HDR) imaging, matrix completion for data recovery, and optimization techniques for efficient image and video processing. It also explores the integration of novel materials like graphene with electronic systems and develops hybrid memory architectures for improved performance and durability in embedded systems.

HDR imagingmatrix completiongraphenedisplay technologyflash memory

Research Overview

Papers
294
Total Citations
4,480
Papers (5y)
59
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
59total
2022
2023
2024
2025
2026
Citations per year (5y)
482total
20222023202420252026

Selected Papers

15
1
Article|124 citations·2014
Ghost-Free High Dynamic Range Imaging via Rank Minimization
Chul Lee, Yuelong Li, Vishal Monga
SJR Q1IEEE Signal Processing Letters

We propose a ghost-free high dynamic range (HDR) image synthesis algorithm using a low-rank matrix completion framework, which we call RM-HDR. Based on the assumption that irradiance maps are linearly related to low dynamic range (LDR) image exposures, we formulate ghost region detection as a rank minimization problem. We incorporate constraints on moving objects, i.e., sparsity, connectivity, and priors on under- and over-exposed regions into the framework. Experiments on real image collections

Computer Vision and Pattern RecognitionComputer Science
2
Article|104 citations·2011
Optical response of large scale single layer graphene
Chul Lee, Joo Youn Kim, Sukang Bae, Keun‐Soo Kim, Byung Hee Hong, Eunjip Choi
SJR Q1Applied Physics Letters

We have measured optical transmission and reflection spectra of large scale graphene grown by chemical vapor deposition technique over the extensive frequency range from far-IR to uv (4 meV–6.2 eV). Large scale graphene exhibits an excitonic absorption peak in the uv-region (ℏω=4.6 eV) and the constant interband absorption with σ1(ω)=e2/4ℏ in the IR-visible region, respectively. In the far-IR range, Drude peak is observed, and its strength ωp,2d2 indicates the induced carrier density N2d=1.95×10

Materials ChemistryMaterials Science
3
Article|50 citations·2016
Computationally Efficient Truncated Nuclear Norm Minimization for High Dynamic Range Imaging
Chul Lee, Edmund Y. Lam
SJR Q1IEEE Transactions on Image Processing

Matrix completion is a rank minimization problem to recover a low-rank data matrix from a small subset of its entries. Since the matrix rank is nonconvex and discrete, many existing approaches approximate the matrix rank as the nuclear norm. However, the truncated nuclear norm is known to be a better approximation to the matrix rank than the nuclear norm, exploiting a priori target rank information about the problem in rank minimization. In this paper, we propose a computationally efficient trun

Computational MechanicsEngineering
4
Article|40 citations·2008
A Hybrid Flash File System Based on NOR and NAND Flash Memories for Embedded Devices
Chul Lee, Sung Hoon Baek, Kyu Ho Park
SJR Q1IEEE Transactions on Computers

This paper presents a hybrid flash file system (HFFS) based on both NOR flash and NAND flash memory. In a conventional NAND flash-based flash file system, there is a trade-off between life span and durability in the frequent writing of small amounts of data. Because NAND flash supports only a page-level I/O, at least one page is wasted in the synchronous writing of small amounts of data. The wasting of pages reduces the utilization and life span of the NAND flash. To alleviate the utilization pr

Computer Networks and CommunicationsComputer Science
5
Article|34 citations·2007
Gradient Domain Tone Mapping of High Dynamic Range Videos
Chul Lee, Chang‐Su Kim

A gradient domain tone mapping algorithm is proposed to display high dynamic range (HDR) video sequences in low dynamic range (LDR) devices in this work. The proposed algorithm obtains a pixelwise motion vector field and incorporates the motion information into the Poisson equation. Then, by attenuating large spatial gradients, the proposed algorithm can yield a high-quality tone-mapped result without flickering artifacts. Simulation results show that the proposed algorithm provides a better per

Computer Vision and Pattern RecognitionComputer Science
6
Article|28 citations·2013
Optimized Brightness Compensation and Contrast Enhancement for Transmissive Liquid Crystal Displays
Chul Lee, Jin Hwan Kim, Chulwoo Lee, Chang‐Su Kim
SJR Q1IEEE Transactions on Circuits and Systems for Video Technology

An optimized brightness-compensated contrast enhancement (BCCE) algorithm for transmissive liquid crystal displays (LCDs) is proposed in this paper. We first develop a global contrast enhancement scheme to compensate for the reduced brightness when the backlight of an LCD device is dimmed for power reduction. We also derive a distortion model to describe the information loss due to the brightness compensation. Then, we formulate an objective function that consists of the contrast enhancement ter

Computer Vision and Pattern RecognitionComputer Science
7
Article|26 citations·2022
Real-time image and video dehazing based on multiscale guided filtering
Thuong Van Nguyen, An Gia Vien, Chul Lee
SJR Q1Multimedia Tools and Applications
Computer Vision and Pattern RecognitionComputer Science
8
Article|24 citations·2021
An optimization-based approach to gamma correction parameter estimation for low-light image enhancement
Inho Jeong, Chul Lee
SJR Q1Multimedia Tools and Applications
Computer Vision and Pattern RecognitionComputer Science
9
Article|21 citations·2016
Optical spectroscopy study on the effect of hydrogen adsorption on graphene
Chul Lee, Nicolas Leconte, Jiho Kim, Doo‐Hee Cho, In‐Whan Lyo, E. J. Choi
SJR Q1Carbon
Materials ChemistryMaterials Science
10
Article|17 citations·2008
Rate-distortion optimized compression of high dynamic range videos
Chul Lee, Chang‐Su Kim
European Signal Processing Conference

An efficient algorithm to compress high dynamic range (HDR) videos is proposed in this work. We employ the motion information to separate an HDR video sequence into a tone-mapped low dynamic range (LDR) sequence and a ratio sequence. Then, those two sequences are encoded using the standard H.264/AVC codec. During the encoding, we allocate the limited bit budget to the LDR sequence and the ratio sequence optimally to maximize the qualities of the LDR and HDR sequences. Conventional LDR devices us

Computer Vision and Pattern RecognitionComputer Science
11
Article|15 citations·2012
Efficient logging of metadata using NVRAM for NAND flash based file system
Chul Lee, Seung‐Ho Lim
SJR Q1IEEE Transactions on Consumer Electronics

In this work, we designed and implemented schemes that defer writing of metadata in order to realize an efficient and reliable NAND flash file system. The conventional NAND flash file systems synchronously write their metadata in the NAND flash for reliability; however, the synchronous writing of metadata generates excessive garbage. We propose the scheme for merging the writing of metadata so as to reduce the garbage of the NAND flash while ensuring file system consistency. The proposed scheme

Computer Networks and CommunicationsComputer Science
12
Article|15 citations·2012
An MMSE approach to nonlocal image denoising: Theory and practical implementation
Chul Lee, Chul-Woo Lee, Chang‐Su Kim
SJR Q1Journal of Visual Communication and Image Representation
Computer Vision and Pattern RecognitionComputer Science
13
Article|13 citations·2012
Rate-distortion optimized layered coding of high dynamic range videos
Chul Lee, Chang‐Su Kim
SJR Q1Journal of Visual Communication and Image Representation
Computer Vision and Pattern RecognitionComputer Science
14
Article|12 citations·2016
Strong hole-doping and robust resistance-decrease in proton-irradiated graphene
Chul Lee, Jiho Kim, Sang‐Jin Kim, Young Jun Chang, Keun‐Soo Kim, Byung‐Hee Hong, Eunjip Choi
SJR Q1Scientific ReportsOA

Great effort has been devoted in recent years to improve the electrical conductivity of graphene for use in practical applications. Here, we demonstrate the hole carrier density of CVD graphene on a SiO2/Si substrate increases by more than one order of magnitude to n = 3 × 10(13) cm(-2) after irradiation with a high energy 5 MeV proton beam. As a result, the dc-resistance (R) of graphene is reduced significantly by 60%. Only a negligible amount of defect is created by the irradiation. Also the h

Materials ChemistryMaterials Science
15
Article|11 citations·2014
Power-constrained RGB-to-RGBW conversion for emissive displays
Chul Lee, Vishal Monga

We propose a novel power-constrained RGB-to-RGBW conversion algorithm for emissive RGBW displays. We measure the perceived color distortion using a color difference model in a perceptually uniform color space, and compute the power consumption for displaying an RGBW pixel on an emissive display. The main contribution is to formulate the optimization problem to minimize the color distortion subject to the constraint on the power consumption. Then, we solve it efficiently to convert an image in re

Computer Vision and Pattern RecognitionComputer Science

Research Areas

Computer Vision and Pattern RecognitionSociology and Political ScienceMaterials ChemistryElectrical and Electronic EngineeringRadiationMedia Technology

Dive deeper into Cheol Lee's research on Nubint

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