18 citations · 25 across the 3 of their papers we have counts for
3 papers
eess.IV2019★ 4 cited
Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation
Woong Bae, Seungho Lee, Yeha Lee +3
Neural Architecture Search (NAS), a framework which automates the task of designing neural networks, has recently been actively studied in the field of deep learning. However, ther…
cs.CV2018★ 18 cited
Classification of Findings with Localized Lesions in Fundoscopic Images using a Regionally Guided CNN
Jaemin Son, Woong Bae, Sangkeun Kim +2
Fundoscopic images are often investigated by ophthalmologists to spot abnormal lesions to make diagnoses. Recent successes of convolutional neural networks are confined to diagnose…
cs.CV2016★ 3 cited
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification
Woong Bae, Jaejun Yoo, Jong Chul Ye
The latest deep learning approaches perform better than the state-of-the-art signal processing approaches in various image restoration tasks. However, if an image contains many pat…