Hansang Lee

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Shape Constraints

Interactive Image Segmentation

Convolutional Neural Networks

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Hansang Lee, Haeil Lee, Helen Hong
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification. CoRR (2024)
Haeil Lee, Hansang Lee, Seoyeon Gye, Junmo Kim
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis. CoRR (2024)
Haeil Lee, Hansang Lee, Junmo Kim
DropMix: Reducing Class Dependency in Mixed Sample Data Augmentation. CoRR (2023)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Noisy Label Classification Using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning. DALI@MICCAI (2022)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning. CoRR (2022)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Multi-Class Image Classification. CoRR (2022)
Changhee Han, Sungyoon Song, Hansang Lee, Gilsoo Jang
Sensitivity Model-Based Optimal Decentralized Dispatching Strategy of Multi-Terminal DC Links for the Integration of Distributed Generations in Distribution Networks. IEEE Trans. Smart Grid 13 (5) (2022)
Jong-Il Park, Hansang Lee, Minhan Yoon, Chang-Hyun Park
A Novel Method for Assessing the Contribution of Harmonic Sources to Voltage Distortion in Power Systems. IEEE Access 8 (2020)
Hansang Lee, Helen Hong, Jinsil Seong, Jin Sung Kim, Junmo Kim
Survival prediction of liver cancer patients from CT images using deep learning and radiomic feature-based regression. Medical Imaging: Computer-Aided Diagnosis (2020)
Jaewon Kim, Joonhyoung Ryu, Gildong Kim, Jaebum Lee, Sanghoon Chang, Changmu Lee, Joorak Kim, Yongkuk Oh, Hansang Lee, Jooha Kim
A Proposed Fast Charging and High-Power System for Wireless Railway Trains Adopting the Input Voltage Sharing Topology and the Balancing Control Scheme. IEEE Trans. Ind. Electron. 67 (8) (2020)
Julip Jung, Helen Hong, Hansang Lee, Sung Il Hwang, Hak Jong Lee
Uni- and Multi-Modal Radiomic Features for the Predicting Prostate Cancer Aggressiveness. ISBI (2020)
Hansang Lee, Helen Hong, Jinsil Seong, Jin Sung Kim, Junmo Kim
Treatment Response Prediction of Hepatocellular Carcinoma Patients from Abdominal CT Images with Deep Convolutional Neural Networks. PRIME@MICCAI (2019)
Hansang Lee, Helen Hong, Junmo Kim
BCD-NET: A novel method for cartilage segmentation of knee MRI via deep segmentation networks with bone-cartilage-complex modeling. ISBI (2018)
Haeil Lee, Hansang Lee, Minseok Park, Junmo Kim
Contextual convolutional neural networks for lung nodule classification using Gaussian-weighted average image patches. Medical Imaging: Computer-Aided Diagnosis (2017)
Hansang Lee, Minseok Park, Junmo Kim
Cephalometric landmark detection in dental x-ray images using convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2017)
Hansang Lee, Helen Hong, Junmo Kim
Detection and segmentation of small renal masses in contrast-enhanced CT images using texture and context feature classification. ISBI (2017)
Hansang Lee, Junmo Kim
Segmentation of Overlapping Cervical Cells in Microscopic Images with Superpixel Partitioning and Cell-Wise Contour Refinement. CVPR Workshops (2016)
Hansang Lee, Hyeun A. Kim, Hyeonjin Kim, Helen Hong, Young Cheol Yoon, Junmo Kim
Multi-atlas segmentation of the cartilage in knee MR images with sequential volume- and bone-mask-based registrations. Medical Imaging: Computer-Aided Diagnosis (2016)
Hansang Lee, Minseok Park, Junmo Kim
Plankton classification on imbalanced large scale database via convolutional neural networks with transfer learning. ICIP (2016)
Sunjeong Park, Hansang Lee, Junmo Kim
Seed growing for interactive image segmentation with geodesic voting. ICIP (2016)
Youngwook Kee, Hansang Lee, Junho Yim, Daniel Cremers, Junmo Kim
Entropy Minimization for Groupwise Planar Shape Co-alignment and its Applications. IEEE Signal Process. Lett. 22 (11) (2015)
Hansang Lee, Helen Hong, Junmo Kim
Segmentation of anterior cruciate ligament in knee MR images using graph cuts with patient-specific shape constraints and label refinement. Comput. Biol. Medicine 55 (2014)
SungRyull Sohn, Hansang Lee, Heechul Jung, Junmo Kim
High-definition video-based multi-channel top-view vehicle surrounding monitoring system for mobile navigation devices. ICCE (2013)
Jiwhan Kim, Hansang Lee, Junmo Kim
A novel method for salient object detection via compactness measurement. ICIP (2013)
Hansang Lee, Jiwhan Kim, Junmo Kim
Automatic Salient Object Detection Using Principal Component Analysis. RiTA (2013)
Sandeul Kang, Hansang Lee, Jiwhan Kim, Junmo Kim
Automatic Image Segmentation Using Saliency Detection and Superpixel Graph Cuts. RiTA (2012)
Hansang Lee, Helen Hong, Junmo Kim
Anterior Cruciate Ligament Segmentation from Knee MR Images Using Graph Cuts with Geometric and Probabilistic Shape Constraints. ACCV (2) (2012)