Ju-Hyeon Nam

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Multitask Learning

Medical Image Segmentation

Single Modality

Image Classification

Top Venues

Pattern Recognit.

Publications

Ju-Hyeon Nam, Sang-Chul Lee
FSDA: Frequency re-scaling in data augmentation for corruption-robust image classification. Pattern Recognit. 150 (2024)
Ju-Hyeon Nam, Nur Suriza Syazwany, Su Jung Kim, Sang-Chul Lee
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention. CoRR (2024)
Ju-Hyeon Nam, Seo-Hyeong Park, Nur Suriza Syazwany, Yerim Jung, Yu-Han Im, Sang-Chul Lee
M3FPolypSegNet: Segmentation Network with Multi-Frequency Feature Fusion for Polyp Localization in Colonoscopy Images. ICIP (2023)
Ju-Hyeon Nam, Sang-Chul Lee
Random image frequency aggregation dropout in image classification for deep convolutional neural networks. Comput. Vis. Image Underst. 232 (2023)
Ju-Hyeon Nam, Seo-Hyeong Park, Nur Suriza Syazwany, Yerim Jung, Yu-Han Im, Sang-Chul Lee
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images. CoRR (2023)
A.-Rom Gu, Ju-Hyeon Nam, Sang-Chul Lee
FBI-Net: Frequency-Based Image Forgery Localization via Multitask Learning With Self-Attention. IEEE Access 10 (2022)
Ju-Hyeon Nam, Sang-Chul Lee
Frequency Filtering for Data Augmentation in X-Ray Image Classification. ICIP (2021)
Nur Suriza Syazwany, Ju-Hyeon Nam, Sang-Chul Lee
MM-BiFPN: Multi-Modality Fusion Network With Bi-FPN for MRI Brain Tumor Segmentation. IEEE Access 9 (2021)