Kyong Hwan Jin

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 45

Top Topics

Impulse Noise Removal

Compressed Sensing

Inverse Problems

Top Venues

IEEE Trans. Image Process.

Publications

Minsu Kim, Yongjun Lee, Woo Kyoung Han, Kyong Hwan Jin
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition. WACV (2024)
Myeongkyun Kang, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations. Pattern Recognit. 149 (2024)
Woo Kyoung Han, Sunghoon Im, Jaedeok Kim, Kyong Hwan Jin
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients. CoRR (2024)
Soopil Kim, Heejung Park, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets. Medical Image Anal. 95 (2024)
Minsu Kim, Jaewon Lee, Byeonghun Lee, Sunghoon Im, Kyong Hwan Jin
Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction. WACV (2024)
Donghoon Ahn, Hyoungwon Cho, Jaewon Min, Wooseok Jang, Jungwoo Kim, Seonhwa Kim, Hyun Hee Park, Kyong Hwan Jin, Seungryong Kim
Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance. CoRR (2024)
Minsu Kim, Giseop Kim, Kyong Hwan Jin, Sunwook Choi
BroadBEV: Collaborative LiDAR-camera Fusion for Broad-sighted Bird's Eye View Map Construction. ICRA (2024)
Woo Kyoung Han, Byeonghun Lee, Sang Hyun Park, Kyong Hwan Jin
ABCD : Arbitrary Bitwise Coefficient for De-Quantization. CVPR (2023)
Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli-Mosabbeb, Kilian M. Pohl, Sanghyun Park
One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. MICCAI (2) (2023)
Jae-Won Lee, Jong-Hyun Won, Seonggwang Jeon, Yujin Choo, Yubin Yeon, Jin-Seon Oh, Minsoo Kim, Seonhwa Kim, InSuk Joung, Cheongjae Jang, Sung Jong Lee, Tae Hyun Kim, Kyong Hwan Jin, Giltae Song, Eun-Sol Kim, Jejoong Yoo, Eunok Paek, Yung-Kyun Noh, Keehyoung Joo
DeepFold: enhancing protein structure prediction through optimized loss functions, improved template features, and re-optimized energy function. Bioinform. 39 (12) (2023)
Minsu Kim, Jaewon Lee, Byeonghun Lee, Sunghoon Im, Kyong Hwan Jin
Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction. CoRR (2023)
Minsu Kim, Yongjun Lee, Woo Kyoung Han, Kyong Hwan Jin
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition. CoRR (2023)
Byeonghyun Pak, Jaewon Lee, Kyong Hwan Jin
B-Spline Texture Coefficients Estimator for Screen Content Image Super-Resolution. CVPR (2023)
Minsu Kim, Giseop Kim, Kyong Hwan Jin, Sunwook Choi
BroadBEV: Collaborative LiDAR-camera Fusion for Broad-sighted Bird's Eye View Map Construction. CoRR (2023)
Jaewon Lee, Kyong Hwan Jin
Local Texture Estimator for Implicit Representation Function. CVPR (2022)
Jaewon Lee, Kwang Pyo Choi, Kyong Hwan Jin
Learning Local Implicit Fourier Representation for Image Warping. CoRR (2022)
Jaewon Lee, Kwang Pyo Choi, Kyong Hwan Jin
Learning Local Implicit Fourier Representation for Image Warping. ECCV (18) (2022)
Kyong Hwan Jin
Deep Block Transform for Autoencoders. IEEE Signal Process. Lett. 28 (2021)
Jaejun Yoo, Kyong Hwan Jin, Harshit Gupta, Jérôme Yerly, Matthias Stuber, Michael Unser
Time-Dependent Deep Image Prior for Dynamic MRI. IEEE Trans. Medical Imaging 40 (12) (2021)
Jaewon Lee, Kyong Hwan Jin
Local Texture Estimator for Implicit Representation Function. CoRR (2021)
Kyong Hwan Jin, Michael Unser, Kwang Moo Yi
Self-Supervised Deep Active Accelerated MRI. CoRR (2019)
Teaghan O'Briain, Kyong Hwan Jin, Hongyoon Choi, Erika Chin, Magdalena Bazalova-Carter, Kwang Moo Yi
Reducing the Human Effort in Developing PET-CT Registration. CoRR (2019)
Kyong Hwan Jin, Harshit Gupta, Jerome Yerly, Matthias Stuber, Michael Unser
Time-Dependent Deep Image Prior for Dynamic MRI. CoRR (2019)
Kyong Hwan Jin, Gain Kim, Yusuf Leblebici, Jong Chul Ye, Michael Unser
Direct Reconstruction of Saturated Samples in Band-Limited OFDM Signals. CoRR (2018)
Kyong Hwan Jin, Michael Unser
3D BBPConvNet to reconstruct parallel MRI. ISBI (2018)
Junhong Min, Kyong Hwan Jin, Michael Unser, Jong Chul Ye
Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy. IEEE Trans. Image Process. 27 (10) (2018)
Kyong Hwan Jin, Jong Chul Ye
Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal. IEEE Trans. Image Process. 27 (3) (2018)
Kiryung Lee, Yanjun Li, Kyong Hwan Jin, Jong Chul Ye
Unified Theory for Recovery of Sparse Signals in a General Transform Domain. IEEE Trans. Inf. Theory 64 (8) (2018)
Harshit Gupta, Kyong Hwan Jin, Ha Q. Nguyen, Michael T. McCann, Michael Unser
CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction. IEEE Trans. Medical Imaging 37 (6) (2018)
Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey, Michael Unser
Deep Convolutional Neural Network for Inverse Problems in Imaging. IEEE Trans. Image Process. 26 (9) (2017)
Michael T. McCann, Kyong Hwan Jin, Michael Unser
A Review of Convolutional Neural Networks for Inverse Problems in Imaging. CoRR (2017)
Harshit Gupta, Kyong Hwan Jin, Ha Q. Nguyen, Michael T. McCann, Michael Unser
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction. CoRR (2017)
Jong Chul Ye, Jongmin Kim, Kyong Hwan Jin, Kiryung Lee
Compressive Sampling Using Annihilating Filter-Based Low-Rank Interpolation. IEEE Trans. Inf. Theory 63 (2) (2017)
Hongyoon Choi, Kyong Hwan Jin
Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging. CoRR (2017)
Michael T. McCann, Kyong Hwan Jin, Michael Unser
Convolutional Neural Networks for Inverse Problems in Imaging: A Review. IEEE Signal Process. Mag. 34 (6) (2017)
Kyong Hwan Jin, Jong Chul Ye
Random impulse noise removal using sparse and low rank decomposition of annihilating filter-based Hankel matrix. ICIP (2016)
Yoseob Han, Kyong Hwan Jin, Kyung Sang Kim, Jong Chul Ye
Sparse-view X-ray spectral CT reconstruction using annihilating filter-based low rank hankel matrix approach. ISBI (2016)
Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey, Michael Unser
Deep Convolutional Neural Network for Inverse Problems in Imaging. CoRR (2016)
Kyong Hwan Jin, Yoseob Han, Jong Chul Ye
Compressive dynamic aperture B-mode ultrasound imaging using annihilating filter-based low-rank interpolation. ISBI (2016)
Eun Ju Cha, Kyong Hwan Jin, Dongwook Lee, Eung-Yeop Kim, Seung Hong Choi, Jong Chul Ye
Improved temporal resolution of twist imaging using annihilating filter-based low rank Hankel matrix approach. ISBI (2016)
Kyong Hwan Jin, Juyoung Lee, Dongwook Lee, Jong Chul Ye
Sparse and low-rank decomposition of MR artifact images using annihilating filter-based Hankel matrix. ISBI (2016)
Kyong Hwan Jin, Dongwook Lee, Juyoung Lee, Jong Chul Ye
Recent progresses of accelerated MRI using annihilating filter-based low-rank interpolation. ICIP (2016)
Kiryung Lee, Yanjun Li, Kyong Hwan Jin, Jong Chul Ye
Unified Theory for Recovery of Sparse Signals in a General Transform Domain. CoRR (2016)
Juyoung Lee, Kyong Hwan Jin, Jong Chul Ye
Reference-free EPI Nyquist ghost correction using annihilating filter-based low rank hankel matrix for K-space interpolation. ISBI (2016)
Kyong Hwan Jin, Dongwook Lee, Jong Chul Ye
A General Framework for Compressed Sensing and Parallel MRI Using Annihilating Filter Based Low-Rank Hankel Matrix. IEEE Trans. Computational Imaging 2 (4) (2016)
Kyong Hwan Jin, Jong Chul Ye
Annihilating Filter-Based Low-Rank Hankel Matrix Approach for Image Inpainting. IEEE Trans. Image Process. 24 (11) (2015)
Kyong Hwan Jin, Junhong Min, Jong Chul Ye
Patch based low rank structured matrix completion for accelerated scanning microscopy. ISBI (2015)
Kyong Hwan Jin, Dongwook Lee, Jong Chul Ye
A novel k-space annihilating filter method for unification between compressed sensing and parallel MRI. ISBI (2015)
Kyong Hwan Jin, Jong Chul Ye
Sparse + Low Rank Decomposition of Annihilating Filter-based Hankel Matrix for Impulse Noise Removal. CoRR (2015)
Jong Chul Ye, Jongmin Kim, Kyong Hwan Jin, Kiryung Lee
Compressive Sampling using Annihilating Filter-based Low-Rank Interpolation. CoRR (2015)
Kyong Hwan Jin, Dongwook Lee, Jong Chul Ye
A general framework for compressed sensing and parallel MRI using annihilating filter based low-rank Hankel matrix. CoRR (2015)