M.S. Student in Computer Engineering

Hanbat National University · Daejeon

Advisor: Prof. Haneol Jang

• GPA 4.5/4.5

B.S. in Computer Engineering

Hanbat National University · Daejeon

Advisor: Prof. Haneol Jang

• GPA 4.09/4.5
• Major GPA 4.28/4.5

Lightweight Technique for Forged Fingerprint Detection Using Ensemble Models and Median Filters

Jisang Lee, DongSu Kim, SeoYeon Oh, and Haneol Jang

Journal of Digital Forensics (KCI)

Effective Data Augmentations for Cross-Domain Fingerprint Recognition

DongSu Kim, Jisang Lee, SeoYeon Oh, and Haneol Jang

Journal of Digital Forensics (KCI)

Parcel-Based Crop Type Classification in UAV Imagery with SAM for Smallholder Farms

Jisang Lee, H. Kim, J. Koo, H. Choi, and D.Y. Jeong

Korean Journal of Remote Sensing (SCOPUS)

Effective Detection of Generated Images Using Fast Fourier Transform and Discrete Cosine Transform

HyeongWon Seo, DongSu Kim, SeoYeon Oh, Jisang Lee, and Haneol Jang

Journal of KIISE (JOK)

Crop-Paste Data Augmentation Technique for Enhancing Object Detection Performance in Synthetic Aperture Radar Images

Jisang Lee, HyeongWon Seo, WooJin Park, HyunCheol Choi, KyeongHo Kim, EunKyung Kim, and Haneol Jang

Journal of IKEEE (KCI)

Enhanced Copy-Paste Data Augmentation Using SAM for Precise Ship Detection

J.H. Park, Jisang Lee, S.M. Pyo, and Haneol Jang

Journal of IKEEE (KCI)

Development of Optical Character Recognition Model for Document Leak Investigation

Eojin Jang, Jisang Lee, DongSu Kim, SeoYeon Oh, and Haneol Jang

2022 Korean Digital Forensic Society Winter Conference

Lightweight Deep Convolutional Neural Networks for Fine-Grained Leaf Classification

SeoYeon Oh, Jisang Lee, DongSu Kim, and Haneol Jang

The 33rd Joint Conference on Communications and Information

Lightweight Fingerprint Forgery Detection Technique Utilizing Median Filter and Ensemble Model

Jisang Lee, DongSu Kim, SeoYeon Oh, and Haneol Jang

2023 Korean Digital Forensic Society Summer Conference

Effective Data Augmentaions for Fingerprint Recognition

DongSu Kim, Jisang Lee, SeoYeon Oh, and Haneol Jang

2023 Korean Digital Forensic Society Summer Conference

Effective Detection of Generated Images Using Fast Fourier Transform and Discrete Cosine Transform

HyeongWon Seo, Jisang Lee, DongSu Kim, SeoYeon Oh, and Haneol Jang

2023 Korean Digital Forensic Society Winter Conference

Crop-Paste Technique for Enhancing Object Detection Performance in Synthetic Aperture Radar Images

Jisang Lee, HyeongWon Seo, and Haneol Jang

Korea Computer Congress 2024

Data Preprocessing and Augmentation Methods for SAR to Optical Image Translation

HyeongWon Seo, Jisang Lee, and Haneol Jang

Korea Computer Congress 2024

Research Intern

SI Analytics · Daejeon, Republic of Korea

• Worked on UAV image segmentation and classification.
• Conducted research on remote sensing image analysis.

Deep Learning Research for X-ray Diagnosis of Neonatal Respiratory Distress Syndrome (RDS)

Chungnam National University Hospital

• Segmented X-ray images to isolate lung regions.
• Improved diagnostic performance through classification network training.
• Used Grad-CAM for analysis.

Research on SAR Image Analysis and Semantic Segmentation

Capstone Design

• Explored SAR image preprocessing techniques.
• Investigated despeckling and scaling methods for SAR data.
• Devised generative models and data augmentation for training data acquisition.
• Improved SAR segmentation performance through knowledge distillation.

Open-Vocabulary Zero-Shot Detection for Military Objects

Collaborative Research with DataMaker

• Conducted collaborative research on open-vocabulary zero-shot detection for military objects.
• Studied recognition and detection strategies for unseen military targets.
• Built and analyzed experimental pipelines for robust zero-shot understanding.
• Investigated vision-language approaches for military AI applications.

President’s Award, 2022 Creative Design Online Competition

Competition Award

Chairman’s Prize, SW-univ AI Competition 2022

Competition Award · Optical character recognition algorithm development

President’s Award, Development of Optical Character Recognition Model for Document Leak Investigation

Best Paper Award

Prize, Computer Engineering Portfolio Competition 2022

Competition Award

Commissioner General Award, Lightweight Fingerprint Forgery Detection Technique Utilizing Median Filter and Ensemble Model

Best Paper Award · Korea Coast Guard Commissioner General Award

Corporate Prize, SW-univ AI Competition 2023

Competition Award · Satellite image building segmentation model

President’s Award, Effective Detection of Generated Images Using Fast Fourier Transform and Discrete Cosine Transform

Best Paper Award

Prize, Computer Engineering Portfolio Competition 2023

Competition Award

Grand Prize, Research and Development Special Zone Promotion Foundation

Competition Award · Global wildfire detection challenge: enhanced satellite image analysis with AI

Gold Prize, Capstone Design Exhibition (SkyPixel) 2024

Competition Award

Prize, Computer Engineering Portfolio Competition 2024

Competition Award

Hanbat AI Intensive Course

Teaching Assistant (Prof. Haneol Jang) · Hanbat National University

Data Structure Class

Teaching Assistant (Prof. Haneol Jang) · Hanbat National University

Artificial Intelligence and Applications Class

Teaching Assistant (Prof. Haneol Jang) · Hanbat National University

Artificial Intelligence and Applications Class

Teaching Assistant (Prof. Haneol Jang) · Hanbat National University

Python · Java · C · C++

PyTorch

Korean (Native) · English (Beginner)