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Nationality: Republic of Korea
Birth: 2000
Major: Computer Engineering

Computer Vision
Remote Sensing Image

Platform	Date	Course	Title	Certificate
LivDet2023	January 2023	Fingerprint Liveness Detection Competition	Challenge 1	link
Coursera	January 2023	Deep Learning Specialization	Neural Networks and Deep Learning	link
Coursera	February 2023	Deep Learning Specialization	Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization	link
Coursera	February 2023	Deep Learning Specialization	Structuring Machine Learning Projects	link
Coursera	February 2023	Deep Learning Specialization	Convolutional Neural Networks	link
Coursera	February 2023	Deep Learning Specialization	Sequence Models	link

AIM Lab.

Date	Type	Contents	Details
May 2022	Join Lab.	Undergraduate Researcher	Join "Artificial Intelligence & Media Laboratory (AIM) Lab." Research Topic : Computer Vision, Hanbat Univ. AIM Lab.
July 2022 ~ Sep. 2022	Seminar	Seminar about AI	Study "혼자 공부하는 머신러닝 + 딥러닝"
February 2023	Personal Study	AI Study	Coursera: Deep Learning, Machine Learning
May. 2023 ~ July. 2023	Collaborative Research	Medical AI	A Deep Learning Study for the X-ray Diagnosis of Newborn's dyspnea syndrome(Chungnam National University Hospital (CNUH))

Date	Class	Details	Professor
January. 2023	HANBAT AI INTENSIVE COURSE	Undergraduate class	H.E. Jang
March. 2023 ~ June. 2023	Data structure	C.E. 2nd grade class	H.E. Jang

Prize	Platform	Name	Type	Team	Link
특별상	나눔과 기술	2022 창의설계 온라인 경진대회	competition	AIM Lab.	link
학회장상	KDFS	2022 한국디지털포렌식학회 동계학술대회	paper	AIM Lab.	link
SW중심대학협의회장상	SWuniv	SW중심대학 공동 AI 경진대회 2022	competition	AIM	link
Award	한밭대학교 컴퓨터공학과	2022 컴퓨터공학과 포트폴리오경진대회	Portfolio	Personal	link
해양경찰청장상	KDFS	2023 한국디지털포렌식학회 하계학술대회	paper	AIM Lab.	link
특별상(딥노이드)	SWuniv	SW중심대학 공동 AI 경진대회 2023	competition	AIMLP	link
학회장상	KDFS	2023 한국디지털포렌식학회 동계학술대회	paper	AIM Lab.	link
Award	한밭대학교 컴퓨터공학과	2023 컴퓨터공학과 포트폴리오경진대회	Portfolio	Personal	link
대상	연구개발특구진흥재단	제6회 2024 연구개발특구 AI SPARK 챌린지	competition	AIM	link

Rank	Platform	Competition	Type	Team	Leaderboard
1/192 (top 0.52%)	DACON	SW중심대학 공동 AI 경진대회 ❮예선❯	Classification	AIM Lab.	leaderboard
8/77 (top 10.3%)	DACON	SW중심대학 공동 AI 경진대회 ❮본선❯	OCR	AIM Lab.	leaderboard
5/542 (top 0.9%)	AI CONNECT	Fake or Real: AI 생성 이미지 판별 경진대회	Classification	AIM	leaderboard
17/227 (top 7.4%)	DACON	SW중심대학 공동 AI 경진대회 2023	Segmentation	AIMLP	leaderboard
1/141 (top 0.7%)	aifactory	제6회 2024 연구개발특구 AI SPARK 챌린지	Segmentation	AIM	leaderboard

Company	Title	Date	Authors	Link
KDFS	Development of Optical Character Recognition Model for Document Leak Investigation	December. 2022	E.J. Jang, D.S. Kim, S.Y. Oh, J.S. Lee	link
JCCI	Lightweight Deep Convolutional Neural Networks for Fine-Grained Leaf Classification	April. 2023	S.Y. Oh, J.S. Lee, D.S. Kim	link
KDFS	Lightweight Fingerprint Forgery Detection Technique Utilizing Median Filter and Ensemble Model	June. 2023	J.S. Lee, D.S. Kim, S.Y. Oh	link
KDFS	Effective Data Augmentaions for Fingerprint Recognition	June. 2023	D.S. Kim, J.S. Lee, S.Y. Oh	link
KDFS	Effective Detection of Generated Images Using Fast Fourier Transform and Discrete Cosine Transform	December. 2023	H.Y. Seo, J.S. Lee, D.S. Kim, S.Y. Oh	link

Company	Title	Date	Authors	Link
Journal of Digital Forensics	Lightweight Technique for Forged Fingerprint Detection Using Ensemble Models and Median Filters	October. 2023	J.S. Lee, D.S. Kim, S.Y. Oh	link