- Advanced Vision and Imaging
- Robotics and Sensor-Based Localization
- Vehicle Dynamics and Control Systems
- Control and Dynamics of Mobile Robots
- 3D Surveying and Cultural Heritage
- Water Systems and Optimization
- Autonomous Vehicle Technology and Safety
- Augmented Reality Applications
- Technology and Data Analysis
- Music Technology and Sound Studies
- Music and Audio Processing
- Robotic Path Planning Algorithms
- Speech and Audio Processing
- Video Surveillance and Tracking Methods
- Engineering Applied Research
- Water Quality Monitoring Technologies
- Interactive and Immersive Displays
- Traffic control and management
- Geophysical Methods and Applications
- Remote Sensing and LiDAR Applications
- Gaussian Processes and Bayesian Inference
- Advanced Image and Video Retrieval Techniques
- Computer Graphics and Visualization Techniques
- Topological and Geometric Data Analysis
- Infrastructure Maintenance and Monitoring
Hankyong National University
2023-2024
Harvard University
2024
Purdue University West Lafayette
2023
Korea Kacoh (South Korea)
2021
Sungkyunkwan University
2019
Korea Advanced Institute of Science and Technology
2014
Yonsei University
2013
University of California, Irvine
2010-2012
University of California, Santa Barbara
2007-2010
Kyung Hee University
2008
This paper reports a lens-integrated liquid crystal display (LCD)-based optoelectronic tweezers (OET) system for interactive manipulation of polystyrene microspheres and blood cells by optically induced dielectrophoretic force. When dynamic image pattern is projected into specific area photoconductive layer in an OET, virtual electrodes are generated spatially resolved illumination the layer, resulting dielectrophoresis microparticles suspended under nonuniform electric field. In this study,...
This paper explores sizing and topology reconfiguration strategies for charging discharging multiple supercapacitors as energy storage in sub-Watt-scale harvesters. To maximize efficiency ( <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 to charge sequentially, alternately, or series based on their voltages....
MoS2 thin-film transistors (TFTs) are fabricated and simulated to explore the NO2 gas sensing mechanism depending on different device structures. In particular, role of Al2O3 passivation layer channel has been investigated. case nonpassivated TFTs, increase off-current is observed with gas, which modeled modulation effective Schottky barrier height for holes because generation in-gap states near valence band as gases interact channel. The TFTs based nonequilibrium Green's function method,...
Recently, in various fields, research into the path tracking of autonomous vehicles and automated guided has been conducted to improve worker safety, convenience, work efficiency. For systems applied driving technology, it is necessary recognize surrounding environment, determine technology accordingly, develop control methods. Various sensors artificial-intelligence-based perception methods have limitations that they must learn a large amount data. Therefore, particle-filter-based algorithm...
This paper presents the results of a pilot study and verification concept novel methodology for damage detection assessment water distribution system. The unique feature proposed noninvasive is use accelerometers installed on pipe surface, instead pressure sensors that are traditionally invasively. Experimental observations show sharp change in always accompanied by surface acceleration at corresponding locations along length. Therefore, pressure-monitoring can be transformed into...
Abstract While fiducial inference was widely considered a big blunder by R.A. Fisher, the goal he initially set—‘inferring uncertainty of model parameters on basis observations’—has been continually pursued many statisticians. To this end, we develop new statistical method called extended Fiducial (EFI). The achieves leveraging advanced computing techniques while remaining scalable for data. Extended involves jointly imputing random errors realized in observations using stochastic gradient...
Control delay phenomena, such as time delays and actuator lags, can compromise the control performance of autonomous mobility systems, leading to increased errors. Therefore, it is essential develop a compensation algorithm. This paper proposes Lyapunov-based backstepping steering algorithm compensate for in systems. To estimate system, Recursive Least Squares (RLS) was employed calculate constant real time. The estimated using an RLS designed based on first-order differential equation. A...
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 model real building fly by combining frontal views with help optical sensor, inertial GPS unit few mouse clicks. A user's initial pose is estimated using photograph, retrieved from database according to coordinates, sensor measures pitch. To track position orientation real-time,...
This paper discusses issues of using wireless sensor systems to monitor structures and pipelines in the case disastrous events. The platforms are deployed monitored remotely on lifetime systems, such as underground water pipelines. Although similar have been proposed for monitoring seismic events structure health bridges buildings, several fundamental differences necessitate adaptation or redesign module. Specifically, rupture detection delivery networks must respond higher frequency wider...
One of the main limitations in field audio signal processing is lack large public datasets with representations and high-quality annotations due to restrictions copyrighted commercial music. We present Melon Playlist Dataset, a dataset mel-spectrograms for 649,091 tracks 148,826 associated playlists annotated by 30,652 different tags. All data gathered from Melon, popular Korean streaming service. The suitable music information retrieval tasks, particular, auto-tagging automatic playlist...
This paper is the first to attempt differentially private (DP) topological data analysis (TDA), producing near-optimal persistence diagrams. We analyze sensitivity of diagrams in terms bottleneck distance, and we show that commonly used \v{C}ech complex has does not decrease as sample size $n$ increases. makes it challenging for complexes be privatized. As an alternative, diagram obtained by $L^1$-distance measure (DTM) $O(1/n)$. Based on analysis, propose using exponential mechanism whose...
기후 변화로 인하여 발생하는 자연재해에 대한 뉴스는 더 이상 놀라운 일이 아니다. 우리나라 정부는 온실가스 특히 이산화탄소 저감에 녹색기술 개발에 박차를 가하고 있다. 본 연구는 탄소 저감 및 에너지 효율화를 실현하고, 미래지향적인 녹색도로를 구현하기 위하여, 녹색도로기술을 정의하고, 기술의 우선순위를 결정하는 것을 목적으로 한다. 국내 도로와 교통 전문가 29인에게 AHP기법을 통하여 설문조사를 수행한 후에, Expert Choice 프로그램을 활용하여 선택의 가중치를 분석하였다. 생애주기 변화와 도로 건설 특성을 고려한 1계층 분야와 달성하고자 하는 목표인 2계층 분야를 구분하여 전문가들의 선택을 분석한 결과, 탄소저감과 절감을 위해서는 1계층에서는 교통운영 인프라개선, 도로교통정책, 녹색교통 순으로 우선순위 가중치가 높으며, 2계층에서는 녹색도로 관련 기술 R&D투자 정책 지원, 녹색교통시설 설계 운영, 친환경 도로계획 높았다. 추가적으로 우선순위와 국가 재정투자를...
DuraMote is a remote sensing system developed for the "NIST TIP project: next generation SCADA prevention and mitigation of water infrastructure disaster". It designed supervisory control data acquisition (SCADA) ruptures in pipes. Micro-electro mechanical (MEMS) accelerometers, which record vibration pipe wall, are used detect ruptures. However, performance Duramote cannot be verified directly on distribution because it lacks an acceptable recordable level ambient vibration. Instead,...
Early detection of pipeline damages has been highlighted in water supply industry. Water pressure change due to a sudden rupture causes pipe vibrate and the propagates through pipeline. From measurement vibration can be detected. In this paper, field test results observations are provided for implementing next generation SCADA system detection. Two tests were performed on real buried plastic metal pipelines The was simulated by introducing drop caused blow-off valve control. measured...
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 precursor solution on the ZnO nanorod (NR) template grown via liquid phase deposition method. Upon etching of NRs, generated, confirmed X-ray diffraction (XRD), energy-filtering transmission microscopy (EF-TEM) and field-emission scanning...
DuraMote is a MEMS-based remote sensing system, which developed for the NIST TIP project, Next Generation SCADA Prevention and Mitigation of Water System Infrastructure Disaster. It designed supervisory control data acquisition (SCADA) pipe ruptures in water distribution systems. In this method to detect by analyzing acceleration gathered consists two primary components; first, "Gopher" contains accelerometers are attached surface noninvasively, second, "Roocas" placed above ground supplying...
In this paper, we propose a new method for generating an image-based 3D panoramic virtual environment (VE). The VE is generated using depth information estimated from rotating two multiview cameras. Even though conventional 2D mosaicking methods provide wide view, they have limitations in providing user with navigation-enabled environment. order to resolve such obstacles, first estimate the of scene calibrated cameras and then stitch point clouds instead images. By turn-table it enables...
The acquisition of surround-view panoramas using a single hand-held or head-worn camera relies on robust real-time orientation tracking and relocalization. This paper presents methodology evaluation for relocalization, virtual keyframes online environment map construction. In the case loss, incoming frames are matched against known-orientation to re-estimate orientation. Instead solely real from video, proposed approach employs which distributed strategically within completed portions an...
While fiducial inference was widely considered a big blunder by R.A. Fisher, the goal he initially set --`inferring uncertainty of model parameters on basis observations' -- has been continually pursued many statisticians. To this end, we develop new statistical method called extended Fiducial (EFI). The achieves leveraging advanced computing techniques while remaining scalable for data. EFI involves jointly imputing random errors realized in observations using stochastic gradient Markov...
A registration method is proposed for 3D reconstruction of an indoor environment using a multi-view camera. In general, previous methods have high computational complexity and are not robust point cloud with low precision. Thus, projection-based presented. First, depth refined based on temporal property by excluding points large variation, spatial filling holes referring neighboring points. Second, clouds acquired at two views projected onto the same image plane, two-step integer mapping...