Assisant Professor

SeoulTech

Assistant Professor

Gyeongsang National Unviersity

Research Fellow

Nanyang Technological University

Research Intern

Microsoft Research

가축분뇨 현황 및 환경오염 영향조사(IV) - Part 2. 인공위성 영상 기반 축사 탐지 및 모니터링 방법 개발

국립환경과학연구원

AI 기반 IoT 센서의 봉제 작업 데이터 분석을 통한 작업량 산출

스스로 성장하기 위한 멀티학습 기반 메타인지 기술 개발

한국연구재단 기초연구실

AI 기반 반려견 체장 측정

AI Seoul Fellow 지원 사업

가축분뇨로 인한 환경오염방지를 위한 모니터링 방법론 개발 연구: 원격탐사 및 인공지능 기술 활용을 중심으로

한국환경과학연구원

맨손 동작 인식을 통한 Controller-less 초 몰입형 가상현실 개발

한국연구재단

인공지능 기반 코드커버리지 자동화

중소기업벤처부

경남형 딥러닝 기반 인간중심 제조VR 시뮬레이션 챌린지 랩 (AI-XR Lab.)

경상남도지역혁신플랫폼사업 (교육부)

Project MOSQUITO NET

Ministry of Defence, Singapore

Estimation of Driver Stress from Ultra-Short Term Heart Rate Variability

Ministry of Education (Tier 1 Project), Singapore

Behavioral Analysis: Adaptive user modeling

KT 기술연구소

Vision-based 3D closed-surface object modeling

삼성전자(DMC 연구소)

사용자 신원확인을 위한 Cross-spectral 얼굴 영상정보의 추출 및 융합

한국연구재단

Multivariate co-evolving time-series mining with state space dynamical modeling and Grassmann manifold learning

Microsoft Research Asia(정보통신산업진흥원)

state space dynamical modeling and Grassmann manifold learning

Microsoft Research Asia(정보통신산업진흥원)

행동적 생체인식에 의한 대화형 미디어

한국연구재단

휴대단말용 얼굴인식 성능 개선을 위한 포즈 분석 기술 개발

삼성전자(DMC 연구소)

Ph.D.

Yonsei University

M.S.

Yonsei University

B.E.

Konkuk University

BK 4 경상남도 산업지능화를 위한 AI융합인재 교육연구단

한국연구재단

Extreme Learning Machine based Mutual Information Estimation with Application to Time-series Change-points Detection

Neurocomputing

Extraction and Fusion of Partial Face Features for Identity Verification

Pattern Recognition

Extraction of Intersecting Palm-vein and Palmprint Features for Cancelable Identity Verification

CAAI Transactions on Intelligent Technology

Human Activity Recognition By Score Level Fusion of Wi-Fi CSI Signals

Sensors

Memory access minimization for mean-shift tracking in mobile devices

Multimedia Tools and Applications

Palm-vein Verification using Images from the Visible Spectrum

IEEE Access

Extraction of Global and Local m-DS features from FMCW Radar Returns for UAV Detection

IEEE Transactions on Aerospace and Electronic Systems

Identification of Stress State for Drivers Under Different GPS Navigation Modes

IEEE Access

Extraction and cross-matching of plam-vein and palmprint from the RGB and the NIR spectrums for identity verification

IEEE Access

Improving the Doppler Resolution of Ground-Based Surveillance Radar for Drone Detection

IEEE Transactions on Aerospace and Electronic Systems

A UAV Classification System based on FMCW Radar Micro-Doppler Signature Analysis

Expert Systems With Applications

Augmented EMD for Complex-valued Univariate Signals

IET Signal Processing

A Line Feature Extraction Method for Finger-Knuckle-Print Verification

Cognitive Computation

Gradient-Free Learning Based on the Kernel and the Range Space

arXiv

An Analytic Gabor Feedforward Network for Single-sample and Pose-invariant Face Recognition

IEEE Transactions on Image Processing

Optimizing between data transformation and parametric weighting for stable binary classification

Journal of the Franklin Institute

Micro-Doppler mini-UAV Classification Using Empirical Mode Decomposition Features

IEEE Geoscience and Remote Sensing Letters

Combining Local Face Image Features for Identity Verification

Neurocomputing

객체 분할을 위한 가변적 반경 기반의 3D LiDAR 포인트 클라우드 그룹핑

대한전자공학회논문지

A Segment-Wise Extraction of Multivariate Time-Series Features for Grassmann Clustering

International Conference on Electronics, Information and Communications (ICEIC)

An Investigation Into Time-Varying Characteristics of Multivariate Time Series in Grassmann Classification

International Conference on Electronics, Information and Communications (ICEIC)

Two-dimensional Convolution in Spatial Domain Using A Structured Projection Matrix

International Conference on Electronics, Information and Communications (ICEIC)

Grassmannian Clustering for Multivariate Time Sequences

International Computer Symposium (ICS)

Multicomponent Signal Decomposition using Morphological Operations

International Conference on Digital Signal Processing (DSP)

Operations

International Conference on Digital Signal Processing (DSP)

EMD-based Entropy Features for micro-Doppler mini-UAV classification

International Conference on Pattern Recognition (ICPR)

Motion Detection Using A Normalized Information Measure Adapting To Variance Fluctuations

ELM-2017

An EMD-based micro-Doppler signature analysis for mini-UAV blade flash reconstruction

22nd Digital Signal Processing (DSP)

Analytic Radar micro-Doppler Signatures Classification

SPIE 10443, Second International Workshop on Pattern Recognition (IWPR)

Investigation on Driver Stress utilizing ECG signals with On-board Navigation Systems in Use

International Conference on Control, Automation, Robotics and Vision (ICARCV)

A Randomly Weighted Gabor Network for Visual-Thermal Infrared Face Recognition

International Conference on Extreme Learning Machine 2015

Hybrid Classifiers Ensemble with An Undersampling Scheme for Liver Tumor Segmentation

International Conference on Information, Communications and

Effects of Noisy Sounds on Human Stress using ECG Signals: An Empirical Study

International Conference on Information, Communications and Signal Processing (ICICS)

A Single Layer Feedforward Fusion Network for Face Verification

International Conference on Control, Automation, Robotics and Vision (ICARCV)

Face Identity Verification Based on a Feed-Forward Fusion Network

International Conference on Electronics, Information and Communications (ICEIC)

Face Identity Verification Based on Sinusoidal Projection

IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM)

A Preliminary Study of an Orthogonalized Random Projection Network

International Conference on Electronics, Information and Communications (ICEIC)

A System for Hand-Gesture Based Signature Recognition

The 12th International Conference on Control, Automation, Robotics and Vision (ICARCV)

On Projection-based Methods for Periocular Identity Verification

The 7th IEEE Conference on Industrial Electronics and Applications (ICIEA)

Visual Tracking with Online Discriminative Learning

The 8th International Conference on Information, Communications and Signal Processing (ICICS)

Fusion of Structured Projections for Cancelable Face Identity Verification

IEEE International Joint Conference on Biometrics (IJCB)

Direct Extraction and Fusion of Image Pixel Features for Face Identity Verification

IEEE International conference on Biometrics: Theory, Applications and Systems (BTAS)

Extracting Sclera Features for Identity Verification

Proceedings of the International Conference on Electronics, Information and Communications (ICEIC)

Combining Directional Face Images Features for Identity Verification

Proceedings of the International Conference on Electronics, Information and Communications (ICEIC)

An Image Edge Mask for Face Identity Verification

The 5th IEEE Conference on Industrial Electronics and Applications (ICIEA)

Fusing Horizontal and Vertical Components of Face Images for Identity Verification

The 4th IEEE Conference on Industrial Electronics and Applications (ICIEA)

Randomized Minimal Gated Unit for Multivariate Time Series Classification

대한전자공학회 하계학술대회

객체 분할을 위한 가변 거리 기반의 3D LiDAR 포인트 클라우드 그룹핑

대한전자공학회 하계학술대회

AR 기술을 활용한 미술관 관람 모바일 콘텐츠 개발

한국정보기술학회 하계종합학술대회

Classification of Multivariate Time-Series with Different Time Length on Grassmann Manifold using Neural Ordinary Differential Equations

한국컴퓨터종합학술대회

Grassmann 군집화 성능향상을 위한 다변량 시계열의 특징추출

한국컴퓨터종합학술대회

Fingertip Ruler: Head Mounted Display의 Fish-Eye 스테레오 카메라 캘리브레이션을 통한 3D 손가락 끝 거리 계산

한국컴퓨터종합학술대회

AND, OR 논리 연산자 관계 분석을 통한 MC/DC 테스트 케이스 집합 생성

한국컴퓨터종합학술대회

분기 커버리지 테스트 자동화를 위한 언덕 오르기 기반의 테스트 데이터 생성

한국정보기술학회 하계 종합학술대회 논문집

Grassmann 매니폴드 상에서 상이한 길이의 다변량 시계열 데이터 군집화: 실험적 고찰

한국정보과학회 추계학술대회

Head Mounted Display의 Fish-Eye 스테레오 카메라를 이용한 3D Depth 계산

한국정보기술학회 추계종합학술대회

PSV 기반의 MC/DC 테스트 케이스 생성: 초기 연구

한국항공우주학회 2021 추계학술대회 논문집

Individual Conditional Expectation 시각화를 이용한 회귀모델의 분석

인공지능 기반 증강현실 헬스 트레이너 시스템

Proceedings of KIIT Conference

사용자 행동 패턴 기반의 스팸 메시지 판단 방법 (Method for deciding spam message based on user’s behavior pattern)

사용자 행동 기반으로 멀티미디어 콘텐츠 재생을 제어하는 방법 및 장치 (Method and Apparatus for Control of Multimedia Contents Play Based on User Action)

사용자 모션 인식 방법 및 장치