Publication
Peerreviewed
2022
J. Lee, K. P. Choi and K. H. Jin, “Learning Local Implicit Fourier Representation for Image Warping,” European Conference on Computer Vision (ECCV), Accepted, 2022 [PDF, Code]
J. Lee and K. H. Jin, “Local Texture Estimator for Implicit Representation Function,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [PDF, Code]
2021
J. Yoo, K. H. Jin, H. Gupta, J. Yerly, M. Stuber, and M. Unser,“Timedependent Deep Image Prior for dynamic MRI,” IEEE Transactions on Medical Imaging in press (2021) [Link , PDF]
K. H. Jin, “Deep Block Transform for Autoencoders,” IEEE Signal Processing Letters, vol.28 (2021): 10161019. [Link , PDF]
Before 2021
J. Min, K. H. Jin, M. Unser, and J. C. Ye, “Gridfree localization algorithm using lowrank Hankel matrix for superresolution microscopy,” IEEE Transactions on Image Processing 27.10 (2018): 47714786. [Link , PDF]
K. Lee, Y. Li, K. H. Jin, and J. C. Ye, “Unified Theory for Recovery of Sparse Signals in a General Transform Domain,” IEEE Transactions on Information Theory 64.8 (2018): 54575477. [Link]
H. Gupta, K. H. Jin, H. Q. Nguyen, M. T. McCann, and M. Unser, “CNNbased projected gradient descent for consistent CT image reconstruction,” IEEE Transactions on Medical Imaging 37.6 (2018): 14401453. [Link , PDF]
H. Choi, K. H. Jin, and Alzheimer’s Disease Neuroimaging Initiative. “Predicting cognitive decline with deep learning of brain metabolism and amyloid imaging,” Behavioural brain research 344 (2018): 103109.
M. T. McCann, K. H. Jin, and M. Unser, “Convolutional neural networks for inverse problems in imaging: A review,” IEEE Signal Processing Magazine 34.6 (2017): 8595. [Link]
K. H. Jin, M. T. McCann, E. Froustey, M. Unser, “Deep convolutional neural network for inverse problems in imaging,” IEEE Transactions on Image Processing 26.9 (2017): 45094522. [Link , PDF]
K. H. Jin, J. Y. Um, D. Lee, J. Lee, S. H. Park, and J. C. Ye, “MRI artifact correction using sparse + low‐rank decomposition of annihilating filter‐based Hankel matrix,” Magnetic resonance in medicine 78.1 (2017): 327340.
K. H. Jin, D. Lee, and J. C. Ye, “A general framework for compressed sensing and parallel MRI using annihilating filter based lowrank Hankel matrix,” IEEE Transactions on Computational Imaging 2.4 (2016): 480495. [Link , PDF]
J. Lee, K. H. Jin, and J. C. Ye, “Reference‐free single‐pass EPI Nyquist ghost correction using annihilating filter‐based low rank Hankel matrix (ALOHA),” Magnetic resonance in medicine 76.6 (2016): 17751789.
D. Lee, K. H. Jin, E. Y. Kim, S. H. Park, and J. C. Ye, “Acceleration of MR parameter mapping using annihilating filter‐based low rank hankel matrix (ALOHA),” Magnetic resonance in medicine 76.6 (2016): 18481864.
J. C. Ye, J. M. Kim, K. H. Jin, and K. Lee, “Compressive sampling using annihilating filterbased lowrank interpolation,” IEEE Transactions on Information Theory 63.2 (2016): 777801. [Link]
J. W. Lim, K. Lee, K. H. Jin, S. Shin, S. Lee, Y. Park, and J. C. Ye, “Comparative study of iterative reconstruction algorithms for missing cone problems in optical diffraction tomography,” Optics express 23.13 (2015): 1693316948.
D. Yee, K. H. Jin, J. S. Yahng, H. Yang, C. Y. Kim, and J. C. Ye, “Highspeed terahertz reflection threedimensional imaging using beam steering,” Optics express 23.4 (2015): 50275034.
K. H. Jin, Y. G. Kim, S. H. Cho, J. C. Ye, and D. Yee, “Highspeed terahertz reflection threedimensional imaging for nondestructive evaluation,” Optics express 20.23 (2012): 2543225440.
M. Yi, H. Kim, K. H. Jin, J. C. Ye, and J. Ahn, “Terahertz substance imaging by waveform shaping,” Optics express 20.18 (2012): 2078320789.
S. Park, K. H. Jin, M. Yi, J. C. Ye, J. Ahn, and K. H. Jeong, “Enhancement of terahertz pulse emission by optical nanoantenna,” ACS nano 6.3 (2012): 20262031.
Y. Kim, K. H. Jin, J. C. Ye, J. Ahn, and D. Yee, “Wavelet power spectrum estimation for highresolution terahertz timedomain spectroscopy,” Journal of the Optical Society of Korea 15.1 (2011): 103108.
K. Lee, K. H. Jin, J. C. Ye, and J. Ahn, “Coherent optical computing for Tray imaging,” Optics letters 35.4 (2010): 508510.
K. H. Jin, Y. Kim, D. Yee, O. K. Lee, and J. C. Ye, “Compressed sensing pulseecho mode terahertz reflectance tomography,” Optics letters 34.24 (2009): 38633865.
