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.
no code implementations • 13 Nov 2018 • Yonghyun Kim, Taewook Kim, Bong-Nam Kang, Jieun Kim, Daijin Kim
To verify our method, we visualize the activation of the sub-networks according to the boundary contexts and empirically show that the sub-networks contribute more to the related sub-problem in detection.