Hyunseok Seo

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

High Level Features

Image Generation

Tumor Segmentation

Convolutional Network

Top Venues

IEEE Trans. Medical Imaging

J. Comput. Des. Eng.

Publications

Saebom Leem, Hyunseok Seo
Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention. AAAI (2024)
Seokjun Lee, Seung-Won Jung, Hyunseok Seo
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile. AAAI (2024)
Seokjun Lee, Seung-Won Jung, Hyunseok Seo
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile. CoRR (2024)
Saebom Leem, Hyunseok Seo
Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention. CoRR (2024)
Chaewoo Kim, Oguzcan Bekar, Hyunseok Seo, Sang-Min Park, Deukhee Lee
Computed tomography vertebral segmentation from multi-vendor scanner data. J. Comput. Des. Eng. 9 (4) (2022)
Chaewoo Kim, Oguzcan Bekar, Hyunseok Seo, Sang-Min Park, Deukhee Lee
Computed tomography vertebral segmentation from multi-vendor scanner data. J. Comput. Des. Eng. 9 (5) (2022)
Hyunseok Seo, Seohee So, Sojin Yun, Seokjun Lee, Jiseong Barg
Spatial Feature Conservation Networks (SFCNs) for Dilated Convolutions to Improve Breast Cancer Segmentation from DCE-MRI. AMAI@MICCAI (2022)
YongSoo Kim, Seungbin Park, Hannah Kim, Seung-seob Kim, Joon Seok Lim, Sungwon Kim, Kihwan Choi, Hyunseok Seo
A Bounding-Box Regression Model for Colorectal Tumor Detection in CT Images Via Two Contrary Networks. EMBC (2022)
Hyunseok Seo, Lequan Yu, Hongyi Ren, Xiaomeng Li, Liyue Shen, Lei Xing
Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation. IEEE Trans. Medical Imaging 40 (12) (2021)
Hyunseok Seo, Kelly M. Shin, Yeunwoong Kyung
A Dual Domain Network For MRI Reconstruction Using Gabor Loss. ICIP (2021)
Hyunseok Seo, Maxime Bassenne, Lei Xing
Closing the Gap Between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions. IEEE Trans. Medical Imaging 40 (2) (2021)
Hyunseok Seo, Charles W. Huang, Maxime Bassenne, Ruoxiu Xiao, Lei Xing
Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images. IEEE Trans. Medical Imaging 39 (5) (2020)
Xiao Jia, Xiaochun Mai, Yi Cui, Yixuan Yuan, Xiaohan Xing, Hyunseok Seo, Lei Xing, Max Q.-H. Meng
Automatic Polyp Recognition in Colonoscopy Images Using Deep Learning and Two-Stage Pyramidal Feature Prediction. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Cam-Hao Hua, Thien Huynh-The, Hyunseok Seo, Sungyoung Lee
Convolutional Network with Densely Backward Attention for Facial Expression Recognition. IMCOM (2020)
Charles W. Huang, Masoud Badiei, Hyunseok Seo, Ming Ma, Xiaokun Liang, Dante Capaldi, Michael Gensheimer, Lei Xing
Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations. CoRR (2019)
Hyunseok Seo, Charles W. Huang, Maxime Bassenne, Ruoxiu Xiao, Lei Xing
Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images. CoRR (2019)
Hyunseok Seo, Masoud Badiei Khuzani, Varun Vasudevan, Charles W. Huang, Hongyi Ren, Ruoxiu Xiao, Xiao Jia, Lei Xing
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications. CoRR (2019)
Jangkyum Kim, Jun Kyun Choi, Youngjoo Heo, Hyunseok Seo, Jaeseob Han
Prediction of power consumption in the factory using long-short term memory. ICTC (2019)
Min-Soo Kim, Kyuhyeon An, Himchan Park, Hyunseok Seo, Jinwook Kim
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs. SIGMOD Conference (2016)
Hyunseok Seo, Jinwook Kim, Min-Soo Kim
GStream: a graph streaming processing method for large-scale graphs on GPUs. PPOPP (2015)
Hyung-Soo Ohk, Hyunseok Seo, KiMin Kang, Sang Ho Kim, Don-Chul Choi
A restoration method for distorted image scanned from a bound book. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2011)