390 citations
- University of UlsanKR15 papers
- Korea Advanced Institute of Science and TechnologyKR12 papers
- Ulsan CollegeKR10 papers
- Seoul National UniversityKR3 papers
- Yonsei UniversityKR3 papers
- Chungnam National UniversityKR2 papers
- Johns Hopkins UniversityUS2 papers
- Korea Institute of Science and TechnologyKR2 papers
- MizMedi HospitalKR2 papers
- Naver (South Korea)KR2 papers
- University of BernCH2 papers
- Aichi University of EducationJP1 paper
Showing 2019Show all
3 papers · 1 filter
cs.CV2019★ 5 cited
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation
Seungju Cho, Tae Joon Jun, Byungsoo Oh +1
Nowadays, Deep learning techniques show dramatic performance on computer vision area, and they even outperform human. But it is also vulnerable to some small perturbation called an…
cs.CV2019★ 13 cited
Unsupervised Deformable Image Registration Using Cycle-Consistent CNN
Boah Kim, Jieun Kim, June-Goo Lee +3
Medical image registration is one of the key processing steps for biomedical image analysis such as cancer diagnosis. Recently, deep learning based supervised and unsupervised imag…
eess.IV2019★ 78 cited
T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography
Tae Joon Jun, Jihoon Kweon, Young-Hak Kim +1
In this paper, we proposed T-Net containing a small encoder-decoder inside the encoder-decoder structure (EDiED). T-Net overcomes the limitation that U-Net can only have a single s…