건물 재난 현장 3D 영상 객체인식 디지털지도 생성을 위한 스마트폰과 융합한 분산된 보급형 로봇 기반 인공지능 알고리즘 및 SW 개발연구(2020.06~2020.12)

Disaster sites, 3D Object detection, A.I, Digital map, Visual SLAM, Deep Learning, Low-cost robot, Smartphone

철도차량 이상상태 자동검지를 위한 스마트 유지보수 장치개발(2020.04~2020.12)

Railway, Abnormal event, Object detection, OpenCV

자율주행 차량을 위한 정밀디지털지도 자동생성 기반 알고리즘 개발연구(2018.11~2019.11)

Python, Object Detection, Tensorflow, LiDAR, HD Mapping

스마트시티 CCTV와 스마트폰이 융합한 위험암시 이상징후 탐지연구(2017.06~2020.02)

Vision, Activity, Dust, Audio, Pattern Recognition, Object Detection, Unusual Event Detection, Abnormal Event Detection

https://github.com/ryanjung94

Intelligent System based on Deep Learning Algorithm for Vision, Activity and Dust Sensors(1st author)

KSII fall Conference (2020.10) *best paper award

doi: http://www.ksii.or.kr/

Intelligent Hybrid Fusion Algorithm with Vision Patterns for Generation of Precise Digital Road Maps in Self-driving Vehicles(1st author)

TIIS (2020.10) - SCIE

Intelligence, vision, deep learning, high precision digital map, self-driving vehicles

doi: https://doi.org/10.3837/tiis.2020.10.002

Deep Learning-Based User Emergency Event Detection Algorithms Fusing Vision, Audio, Activity and Dust Sensors(1st author)

JICS (2020.10)

Vision, audio, activity, dust, sensors, deep learning, abnormal event, patterns

doi: https://doi.org/10.7472/jksii.2020.21.5.109

Intelligent Railway Detection Algorithm Fusing Image Processing and Deep Learning for the Prevent of Unusual Events(1st author)

JICS (2020.08)

Rapid-transit railway, Railway, Deep learning, Fusion

doi: https://doi.org/10.7472/jksii.2020.21.4.109

Intelligent Abnormal-Event Detection System using Vision, Audio, Dust Sensors(1st author)

APIC-IST(Conference, Oral) (05~07.07.2020)

Abnormal event, Audio, Dust, Intelligent system, Vision

doi: http://apicist.org/2020/index.html

Real-time unusual user event detection algorithm fusing vision, audio, activity, and dust patterns(1st author)

MTAP (2020.06) - SCIE

Intelligence, Vision, Deel learning, Unusual event, Pattern recognition

doi: https://doi.org/10.1007/s11042-020-09149-1

Unusual Indoor Event Detection System using Vision, Audio, and Activity Sensors(1st author)

ICONI(Conference, Oral) (15~18.12.2019)

Activity, Audio, Deep learning, Emergency, Sensors, Vision

doi: http://www.iconi.org/portal/main.do

A Review of Intelligent Self-Driving Vehicle Software Research(2nd author)

TIIS (2019.11) - SCIE

Self-driving vehicle, Road infrastructure, Deep learning, Machine learning, Localization

doi: https://doi.org/10.3837/tiis.2019.11.002

Intelligent Pattern Recognition Algorithms based on Dust, Vision and Activity Sensors for User Unusual Event Detection(2nd author)

KSCI (2019.08)

Vision, Activity, Dust, Pattern Recognition, Artificial Intelligence

doi: https://doi.org/10.9708/jksci.2019.24.08.095

Intelligent Road Traffic Recognition for Precision Maps of Self-driving Cars(1st author)

APIC-IST(Conference, Poster) (23~26.06.2019)

Self-driving, Cars, Precision Maps, Road Traffic Recognition, Intelligent

doi: http://apicist.org/2019/index.html

Intelligent User Pattern Recognition based on Vision, Audio and Activity for Abnormal Event Detections of Single Households(1st author)

KSCI (2019.05)

Vision, Audio, Activity, Pattern Recognition

doi: https://doi.org/10.9708/jksci.2019.24.05.059

Localization of Mobile Users with the Improved Kalman Filter Algorithm using Smart Traffic Lights in Self-driving Environments(1st author)

KSCI (2019.05)

Self-driving, Localization, RSSI, Smart traffic lights, Kalman filter

doi: https://doi.org/10.9708/jksci.2019.24.05.067

Home Security System based on Intelligent Vision, Audio Pattern Algorithms(2nd author)

KISM(Conference, Oral) (26~27.04.2019) *best paper award

Intelligent, Vision, Audio, home security

doi: http://kism.jams.or.kr

Health Care System based on Intelligent vision, audio, activity pattern algorithms(2nd author)

KSII Spring Conference (04.2019)

doi: http://www.ksii.or.kr/

Intelligent Abnormal Event Detection Algorithm for Single Households at Home via Daily Audio and Vision Patterns(1st author)

JICS (2019.01)

Vision, Image Processing, Audio, Fusion, Pattern, Daily Behavior, Single Households

doi: https://doi.org/10.7472/jksii.2019.20.1.77

Health Care Related Noxious Gas Detection System(2nd author)

KSII fall Conference (2018.10)

doi: http://www.ksii.or.kr/

Unusual Event Detection Algorithm via Personalized Video and Voice Patterns for Preventing Solitary Death(1st author)

KSII Spring Conference (2018.04)

doi: http://www.ksii.or.kr/

Master's Degree(2019.09~2021.02)

Korea National University of Transportation

Department of Software

Undergraduate graduation(2013.03~2019.08)

Korea National University of Transportation

Department of Software

https://www.ut.ac.kr