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Mumford-Shah Loss Functional for Image Segmentation with Deep Learning

IEEE Transactions on Image Processing / / 2019 / Ye, JongChul / KIAI > AI Applications
Deep Learning Diffuse Optical Tomography

IEEE Transactions on Medical Imaging / / 2019 / Ye, JongChul / KIAI > AI Applications
K‐space Deep Learning for Reference‐free EPI Ghost Correction

Magnetic Resonance in Medicine / / 2019 / Ye, JongChul / KIAI > AI Applications
K-space Deep Learning for Accelerated MRI

IEEE Transactions on Medical Imaging / / 2019 / Ye, JongChul / KIAI > AI Applications
Endometrium Segmentation on Transvaginal Ultrasound Image using Key-point Discriminator

Medical Physics / / 2019 / Ro, Yong Man / KIAI > AI Applications
Measurement of an Analyte Concentration in Test Solution by Using Helmholtz Resonator for Biosensor Applications

Sensors / / 2019 / Park, Yong-Hwa / KIAI > AI Applications
Unsupervised Learning of a Deep Neural Network for Metal Artifact Correction Using Dual‐polarity Readout Gradients

Magnetic Resonance in Medicine / / 2019 / Park, Hyun Wook / KIAI > AI Applications
Maximizing MapReduce Job Speed and Reliability in the Mobile Cloud by Optimizing Task Allocation

Pervasive and Mobile Computing / / 2019 / Lee, Jae-Gil / KIAI > AI Applications
Recurrent Reconstructive Network for Sequential Anomaly Detection

IEEE Transactions on Cybernetics / / 2019 / Kim, Jong-Hwan / KIAI > AI Applications
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents

IEEE Transactions on Cybernetics / / 2019 / Kim, Jong-Hwan / KIAI > AI Applications
Online Incremental Classification Resonance Network and Its Application to Human-Robot Interaction

IEEE Transactions on Neural Networks and Learning Systems / / 2019 / Kim, Jong-Hwan / KIAI > AI Applications
Short-Range Radar Based Real-Time Hand Gesture Recognition Using LSTM Encoder

IEEE Access / / 2019 / Kim, Jong-Hwan / KIAI > AI Applications
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning

IEEE Transactions on Medical Imaging / / 2018 / Ye, JongChul / KIAI > AI Applications
Grid-Free Localization Algorithm Using Low Rank Hankel Matrix For Super-Resolution Microscopy

IEEE Transactions on Image Processing / / 2018 / Ye, JongChul / KIAI > AI Applications
A Mathematical Framework for Deep Learning in Elastic Source Imaging

SIAM Journal on Applied Mathematics / / 2018 / Ye, JongChul / KIAI > AI Applications
Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT

IEEE Transactions on Medical Imaging / / 2018 / Ye, JongChul / KIAI > AI Applications
Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks

IEEE Transactions on Biomedical Engineering / / 2018 / Ye, JongChul / KIAI > AI Applications
Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal

IEEE Transactions on Image Processing / / 2018 / Ye, JongChul / KIAI > AI Applications
Topological Sensitivity based Far-field Detection of Elastic Inclusions

Results in Physics / / 2018 / Ye, JongChul / KIAI > AI Applications
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems

SIAM Journal on Imaging Sciences / / 2018 / Ye, JongChul / KIAI > AI Applications

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