5 citations · 9 across the 4 of their papers we have counts for
5 papers
MitoVis: A Visually-guided Interactive Intelligent System for Neuronal Mitochondria Analysis
JunYoung Choi, Hakjun Lee, Suyeon Kim +2
Neurons have a polarized structure, including dendrites and axons, and compartment-specific functions can be affected by dwelling mitochondria. It is known that the morphology of m…
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising
Kanggeun Lee, Won-Ki Jeong
With the advent of advances in self-supervised learning, paired clean-noisy data are no longer required in deep learning-based image denoising. However, existing blind denoising me…
Noise2Kernel: Adaptive Self-Supervised Blind Denoising using a Dilated Convolutional Kernel Architecture
Kanggeun Lee, Won-Ki Jeong
With the advent of recent advances in unsupervised learning, efficient training of a deep network for image denoising without pairs of noisy and clean images has become feasible. H…
Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency
Hyeonsoo Lee, Won-Ki Jeong
Segmentation is a fundamental process in microscopic cell image analysis. With the advent of recent advances in deep learning, more accurate and high-throughput cell segmentation h…
Reinforced Coloring for End-to-End Instance Segmentation
Tuan Tran Anh, Khoa Nguyen-Tuan, Tran Minh Quan +1
Instance segmentation is one of the actively studied research topics in computer vision in which many objects of interest should be separated individually. While many feed-forward…