1 code implementation • ICCV 2023 • Guhnoo Yun, Juhan Yoo, Kijung Kim, Jeongho Lee, Dong Hwan Kim
Recent studies show that self-attentions behave like low-pass filters (as opposed to convolutions) and enhancing their high-pass filtering capability improves model performance.
no code implementations • 13 Aug 2020 • Boah Kim, Dong Hwan Kim, Seong Ho Park, Jieun Kim, June-Goo Lee, Jong Chul Ye
However, the existing deep learning methods still have limitation in the preservation of original topology during the deformation with registration vector fields.
no code implementations • 2 Jul 2019 • Boah Kim, Jieun Kim, June-Goo Lee, Dong Hwan Kim, Seong Ho Park, Jong Chul Ye
Medical image registration is one of the key processing steps for biomedical image analysis such as cancer diagnosis.