Nationality: Republic of Korea
Birth: 2000
Major: Computer Engineering
Computer Vision
Remote Sensing
Zero Shot
| 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. |
| 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)) |
Si Analytics
| Date | Type | Contents | Details |
|---|---|---|---|
| July. 2024 ~ Sep. 2024 | Researcher | Computer vision | UAV image Segmentation, Classification |
| 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 |
| March. 2024 ~ June. 2024 | Artificial Intelligence and Applications | C.E. 3nd 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 |
| 금상 | 한밭대학교 | 정보기술대학 작품전시회 | capstone design | SkyPixel | link |
| Award | 한밭대학교 컴퓨터공학과 | 2024 컴퓨터공학과 포트폴리오경진대회 | Portfolio | Personal | 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 |
| KCC | Crop-Paste Technique for Enhancing Object Detection Performance in Synthetic Aperture | June. 2024 | J.S. Lee, H.Y. Seo | link |
| KCC | Data Preprocessing and Augmentation Methods for SAR to Optical Image Translation | June. 2024 | H.Y. Seo, J.S. Lee | link |
| Company | Title | Date | Authors | Link |
|---|---|---|---|---|
| Journal of Digital Forensics (KCI) | Lightweight Technique for Forged Fingerprint Detection Using Ensemble Models and Median Filters | October. 2023 | J.S. Lee, D.S. Kim, S.Y. Oh | link |
| Journal of Digital Forensics (KCI) | Effective Data Augmentations for Cross-Domain Fingerprint Recognition | April. 2024 | D.S. Kim, J.S. Lee, S.Y. Oh | link |
| Korean Journal of Remote Sensing (SCOPUS) | Parcel-Based Crop Type Classification in UAV Imagery with SAM for Smallholder Farms | October. 2024 | J.S. Lee, D.Y. Jeong | link |
