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Suhwan Kim

Ewha Womans University · Engineering

About the Lab

Professor Suhwan Kim's research lab specializes in intelligent systems and advanced sensing technologies, with a focus on energy-efficient electronics, nanoscale device modeling, and real-time 3D environment reconstruction. The lab explores energy harvesting and storage systems using supercapacitors and 2D materials like MoS2 for high-sensitivity gas sensing. It also develops innovative mobile and wearable augmented reality systems using sensor fusion and 3D reconstruction from visual data. Additionally, the lab investigates real-time monitoring and fault detection in critical infrastructure using wireless sensor networks and AI-driven signal processing.

energy storage2D materialswireless sensor networks3D reconstructionaugmented reality

Research Overview

Papers
62
Total Citations
340
Papers (5y)
25
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
25total
2021
2022
2023
2024
2025
Citations per year (5y)
33total
20212022202320242025

Selected Papers

15
1
Article|63 citations·2012
Size and Topology Optimization for Supercapacitor-Based Sub-Watt Energy Harvesters
Sehwan Kim, Pai H. Chou
SJR Q1IEEE Transactions on Power Electronics

This paper explores sizing and topology reconfiguration strategies for charging and discharging multiple supercapacitors as energy storage in sub-Watt-scale energy harvesters. To maximize energy efficiency for storage ( <formula formulatype="inline" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex Notation="TeX">$\eta_{E_{\rm storage}}$</tex></formula> ), total leakage power is kept low by selecting the supercapacitors to charge sequentially, alterna

Automotive EngineeringEngineering
2
Article|40 citations·2019
On MoS2 Thin-Film Transistor Design Consideration for a NO2 Gas Sensor
Healin Im, AbdulAziz AlMutairi, Sehwan Kim, Sehwan Kim, Mayuri Sritharan, Sunkook Kim, Sunkook Kim, Youngki Yoon
SJR Q1ACS Sensors

MoS2 thin-film transistors (TFTs) are fabricated and simulated to explore the NO2 gas sensing mechanism depending on different device structures. In particular, the role of the Al2O3 passivation layer on the MoS2 channel has been investigated. In the case of nonpassivated MoS2 TFTs, increase of off-current is observed with NO2 gas, which has been modeled with the modulation of the effective Schottky barrier height for holes because of the generation of in-gap states near the valence band as NO2

Biomedical EngineeringEngineering
3
Article|15 citations·2007
Implicit 3D modeling and tracking for anywhere augmentation
Sehwan Kim, Stephen DiVerdi, Jae Sik Chang, Taehyuk Kang, R.A. Iltis, Tobias Höllerer

This paper presents an online 3D modeling and tracking methodology that uses aerial photographs for mobile augmented reality. Instead of relying on models which are created in advance, the system generates a 3D model for a real building on the fly by combining frontal and aerial views with the help of an optical sensor, an inertial sensor, a GPS unit and a few mouse clicks. A user’s initial pose is estimated using an aerial photograph, which is retrieved from a database according to the user’s G

Aerospace EngineeringEngineering
4
Article|11 citations·2011
Smart wireless sensor system for lifeline health monitoring under a disaster event
Sehwan Kim, Eunbae Yoon, Ting-Chou Chien, Hadil Mustafa, Pai H. Chou, Masanobu Shinozuka
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

This paper discusses issues of using wireless sensor systems to monitor structures and pipelines in the case of disastrous events. The platforms are deployed and monitored remotely on lifetime systems, such as underground water pipelines. Although similar systems have been proposed for monitoring seismic events and the structure health of bridges and buildings, several fundamental differences necessitate adaptation or redesign of the module. Specifically, rupture detection in water delivery netw

Civil and Structural EngineeringEngineering
5
Article|10 citations·2023
Development of a Particle Filter-Based Path Tracking Algorithm of Autonomous Trucks with a Single Steering and Driving Module Using a Monocular Camera
Sehwan Kim, Munjung Jang, Hanbyeol La, Kwangseok Oh
SJR Q1SensorsOA

Recently, in various fields, research into the path tracking of autonomous vehicles and automated guided vehicles has been conducted to improve worker safety, convenience, and work efficiency. For path tracking of various systems applied to autonomous driving technology, it is necessary to recognize the surrounding environment, determine technology accordingly, and develop control methods. Various sensors and artificial-intelligence-based perception methods have limitations in that they must lea

Automotive EngineeringEngineering
6
Book Chapter|6 citations·2004
Projection-Based Registration Using Color and Texture Information for Virtual Environment Generation
Sehwan Kim, Kiyoung Kim, Woontack Woo
SJR Q2Lecture notes in computer science
Computer Vision and Pattern RecognitionComputer Science
7
Article|5 citations·2004
Image-based panoramic 3D virtual environment using rotating two multiview cameras
Sehwan Kim, Eun-Young Chang, Chunghyun Ahn, Woontack Woo

In this paper, we propose a new method for generating an image-based 3D panoramic virtual environment (VE). The panoramic VE is generated using 3D depth information estimated from rotating two multiview cameras. Even though conventional 2D image-based mosaicking methods provide a wide view, they have limitations in providing a user with a navigation-enabled virtual environment. In order to resolve such obstacles, we first estimate the depth of the scene using two calibrated multiview cameras and

Computer Vision and Pattern RecognitionComputer Science
8
Article|4 citations·2013
Inverted Organic Photovoltaic Cells Using Three-Dimensionally Interconnected TiO<SUB>2</SUB> Nanotube Arrays
Sehwan Kim, Joo Hwan Koh, Jong Hak Kim, Eunkyoung Kim
Journal of Nanoscience and Nanotechnology

Here we describe a simple sol-gel method to fabricate inverted organic photovoltaics (OPV) using interconnected TiO2 nanotubes (inter-TiO2 NT) as an efficient electron transport layer. Three-dimensionally inter-TiO2 NT arrays were prepared by spin-coating a TiO2 precursor solution on the ZnO nanorod (NR) template grown via the liquid phase deposition method. Upon etching of ZnO NRs, inter-TiO2 NT arrays were generated, as confirmed by X-ray diffraction (XRD), energy-filtering transmission electr

Materials ChemistryMaterials Science
9
Article|3 citations·2002
Image retrieval using multi-scale color clustering
Sehwan Kim, Woontack Woo, Yo‐Sung Ho

A fundamental issue in content-based image retrieval is how to select image features that can represent image contents appropriately. A multi-scale color clustering algorithm based on human perceptual properties of color images is proposed for image retrieval. The multi-scale clustering algorithm is an unsupervised clustering method that utilizes the perceptual uniformity property in the (p,q) color space. The proposed color clustering algorithm produces a small set of representative color vecto

Computer Vision and Pattern RecognitionComputer Science
10
Article|3 citations·2005
Projection-Based Registration Using a Multi-View Camera for Indoor Scene Reconstruction
Sehwan Kim, Woontack Woo

A registration method is proposed for 3D reconstruction of an indoor environment using a multi-view camera. In general, previous methods have a high computational complexity and are not robust for 3D point cloud with low precision. Thus, a projection-based registration is presented. First, depth are refined based on temporal property by excluding 3D points with a large variation, and spatial property by filling holes referring neighboring 3D points. Second, 3D point clouds acquired at two views

Aerospace EngineeringEngineering
11
Article|3 citations·2010
Robust Relocalization and Its Evaluation for Online Environment Map Construction
Sehwan Kim, Christopher Coffin, Tobias Höllerer
SJR Q1IEEE Transactions on Visualization and Computer Graphics

The acquisition of surround-view panoramas using a single hand-held or head-worn camera relies on robust real-time camera orientation tracking and relocalization. This paper presents robust methodology and evaluation for camera orientation relocalization, using virtual keyframes for online environment map construction. In the case of tracking loss, incoming camera frames are matched against known-orientation keyframes to re-estimate camera orientation. Instead of solely using real keyframes from

Aerospace EngineeringEngineering
12
Article|2 citations·2021
A Study on the Development Methodology of Functional Safety Evaluation Scenario for V2V Communication of Urban Cooperative Autonomous Driving System
Sehwan Kim, Dong-Hwan Kim, Sangyeop Lee, Jaekon Shin, Sung‐Woo Cho, Byoungjoon Moon, Kihong Park
SJR Q3Transactions of Korean Society of Automotive EngineersOA
Automotive EngineeringEngineering
13
Article|2 citations·2023
A Sliding Mode Approach-Based Adaptive Steering Control Algorithm for Path Tracking of Autonomous Mobility with Weighted Injection
Sehwan Kim, Kwangseok Oh
SJR Q2MachinesOA

The increasing complexity of mathematical models developed as part of the recent advancements in autonomous mobility platforms has led to an escalation in uncertainty. Despite the intricate nature of such models, the detection, decision, and control methods for autonomous mobility path tracking remain critical. This study aims to achieve path tracking based on pixel-based control errors without parameters in the mathematical model. The proposed approach entails deriving control errors from a mul

Automotive EngineeringEngineering
14
Article|1 citations·2022
Development of a Pulse Signal-based Steering and Driving Control Algorithm of Object Tracking Truck Using Single-Layer Laser Scanner
Sehwan Kim, Hakjoo Kim, Munjung Jang, Sechan Oh, Kwangseok Oh
SJR Q3Transactions of Korean Society of Automotive EngineersOA
Automotive EngineeringEngineering
15
Book Chapter|1 citations·2005
Indoor Scene Reconstruction Using a Projection-Based Registration Technique of Multi-view Depth Images
Sehwan Kim, Woontack Woo
SJR Q2Lecture notes in computer science
Computer Vision and Pattern RecognitionComputer Science

Research Areas

Automotive EngineeringComputer Vision and Pattern RecognitionCivil and Structural EngineeringAerospace EngineeringControl and Systems EngineeringArtificial Intelligence

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