- I am a M.S. student in the Data Engineering Lab at Yonsei University, advised by Prof. Sanghyun Park.
- My current research interests include deep learning, video anomaly detection and medical image segmentation.
- I obtained my Bachelor's degree in Computer Science at The Catholic Univerity of Korea with Magna Cum Laude.
Researcher (2023.03 ~ present)
Intern Researcher (2022.03 ~ 2023.02)
Yonsei Univ. Dept of Computer Science
- Visual Tracking
- Video Anomaly Detection
- Medical Image Segmentation
Undergraduate Researcher (2021.06 ~ 2022.02)
Catholic Univ. Dept of Media Technology & Media Contents
- Object Detection
- Image Processing
International Papers
- [SCIE] Seungkyun Hong*, Sunghyun Ahn*, Youngwan Jo, and Sanghyun Park. (*equally contributed) "Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer" IEEE Access (2024): 36712-36726. (IF: 3.9, JCR: Q2) [View]
- Seungkyun Hong*, Sunghyun Ahn*, Youngwan Jo, and Sanghyun Park. (*equally contributed) "Dual Stream Fusion U-Net Transformers for 3D Medical Image Segmentation" IEEE International Conference on Big Data and Smart Computing (BigComp) 2024, regular paper, Feb 2024. [View]
Domestic Papers
- ์ด๊ธฐ์ , ์์ฑํ, ๊นํ์ง and ๋ฐ์ํ. "FFAE: ๋น๋์ค ์ด์ ํ์ง๋ฅผ ์ํ ๋น๋์ค ํ๋ ์ ์ ์ฒ๋ฆฌ ๋ฐ ํน์ง ์ตํฉ ๋ฐฉ๋ฒ" ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง (2023): 526-528. [View]
- ์์ฑํ, ๊นํํฌ, ๊ถ์ธ์ธ and ๋ฐ์ํ. "C-Swin UNETR: 3D ์๋ฃ ์์ ๋ถํ ์ ์ํ ์ฑ๋ ์ดํ ์ ์ด ์ ์ฉ๋ Swin Transformer." ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง (2023): 787-789. [View]
- ์์ฑํ, ์กฐ์์, and ๋ฐ์ํ. "๋ค์ค ๊ฐ์ฒด ๋น๋์ค์์์ ์ดํ ์ ๊ธฐ๋ฐ ๋จ์ผ ๊ฐ์ฒด ์ถ์ ๋ชจ๋ธ ์ฐ๊ตฌ." ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง (2022): 628-630. [View]
International Patent
- Seungkyun Hong, Sunghyun Ahn, Youngwan Jo, and Sanghyun Park. "Image segmentation method using dual attention and the device utilizing it." ID: PCT/KR2023/020370 (2023). [View]
Domestic Patent
- ์ด๊ธฐ์ , ์กฐ์์, ์์ฑํ, and ๋ฐ์ํ. "๋ค์ค๋ชจ๋ฌ ํ์ฐ ๊ธฐ๋ฐ์ ๋น๋์ค ์ด์ ํ์ง ๋ฐฉ๋ฒ ๋ฐ ์ฅ์น." ID: 10-2024-0055081 (2024). [View]
- ํ์น๊ท , ์์ฑํ, ์กฐ์์, and ๋ฐ์ํ. "F2LM ๊ธฐ๋ฐ์ ๋น๋์ค ์ด์ ํ์ง ๋ฐฉ๋ฒ ๋ฐ ์ฅ์น." ID: 10-2024-0055080 (2024). [View]
- ํ์น๊ท , ์์ฑํ, ์กฐ์์, and ๋ฐ์ํ. "์ด์ค ์ดํ ์ ์ ์ด์ฉํ ์ด๋ฏธ์ง ์ธ๊ทธ๋ฉํ ์ด์ ๋ฐฉ๋ฒ ๋ฐ ์ด๋ฅผ ํ์ฉํ ์ฅ์น." ID: 10-2023-0124697 (2023). [View]
Main Projects
- ๊ธ์ต๋ณด์์บ ํ. "๊ธ์ต ๋ฉํ๋ฒ์ค ํ๋ซํผ ๋ด GAN์ ํ์ฉํ ์๊ธ ์ธ์ฆ ์๋น์ค." (2022) [View]
- ๊ฐ์ฒด์งํฅ ํจ๋ฌ๋ค์. "๊ฐํจ๋ฆญ๋ ๋ฐฅ ์ฝ์ ์ฑํ ์ดํ๋ฆฌ์ผ์ด์ : WE_EAT." (2022) [View][Code]
- ์บก์คํค ๋์์ธ. "AI ๊ธฐ๋ฐ ๋์ฅ๊ณ ์ ์ํ ์ ํต๊ธฐํ ๊ด๋ฆฌ ์ฑ๋ด: ํ๋ฆฌ์ง." (2022) [View][Code] ๐
- ์ฐ๊ตฌ ๊ณผ์ . "์ค๋งํธ ํ์ ์ํ ์ค๋ฆฌ ๊ฐ์ฒด ๊ฒ์ถ ๋ฐ ๋ถ์." (2022) [View]
Yonsei Graduate School of Engineering
- ์์ ์กฐ๊ต. "๋ฅ๋ฌ๋๊ธฐ๋ฐ์ด์ํ์ง๋ชจ๋ธ๋ง (GEK6207.01-00)" (2023) [View]
- ๊ฐํจ๋ฆญ๋ํ๊ต ์บก์คํค๋์์ธ ๊ฒฝ์ง๋ํ [์์ฐ/๊ณตํ/์ตํฉ ๋ถ๋ฌธ] ๋์
- ๊ฐํจ๋ฆญ๋ํ๊ต ์ฐ๋ฑ์ [Magna Cum Laude]
- ๋ํ์ ๊ธ์ต๋ณด์์บ ํ ์์ด๋์ด ๊ฒฝ์ฐ๋ํ TOP 9
E-mail: [email protected], CV: view