Darkred: methods or approaches, Blue: problems or domain
2024
JaKeoung Koo, Abderrahim Halimi, Stephen McLaughlin, "Bayesian Deep Unfolding with Graph Attention for Dual-Peak Single-Photon Lidar Imaging", IEEE European Signal Processing Conference (EUSIPCO), 2024. (in press)
Habib Khan, Z Jan, Inam Ullah, Abdullah Alwabli, Faisal Alharbi, Shabana Habib, Muhammad Islam, Byung-Joo Shin, Mi Young Lee, JaKeoung Koo, "A Deep Dive into AI Integration and Advanced Nanobiosensor Technologies for Enhanced Bacterial Infection Monitoring", Nanotechnology Reviews, 2024. (in press)
2023
JaKeoung Koo, "Sinogram Upsampling via Sub-Riemannian Diffusion with Adaptive Weighting", 12(21):4503, 2023.
Doniyor Jumanazarov, A. Alimova, A. Abdikarimov, JaKeoung Koo, Henning F. Poulsen, Ulrik L. Olsen, Mihai Iovea, "Material classification using basis material decomposition from spectral x-ray CT", Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, vol. 1056, 168637, 2023.
2022
JaKeoung Koo, Abderrahim Halimi, Stephen McLaughlin, "A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems", IEEE Journal of Selected Topics in Signal Processing (JSTSP), 16(4), 762-774, 2022. [PDF] [CODE]
JaKeoung Koo, Abderrahim Halimi, A. Maccarone, G.S. Buller, S. McLaughlin, "A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants", IEEE European Signal Processing Conference (EUSIPCO), 872-876, 2022 [PDF]
Abderrahim Halimi, JaKeoung Koo, R.A. Lamb, G.S. Buller, Stephen McLaughlin, "Robust Bayesian Reconstruction of Multispectral Single-Photon 3D Lidar Data with Non-Uniform Background", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
Abderrahim Halimi, JaKeoung Koo, Stephen McLaughlin, "Bayesian Based Unrolling for Reconstruction and Super-resolution of Single-Photon Lidar Systems", International Symposium on Computational Sensing, 2023. [Presentation]
D. Jumanazarov, JaKeoung Koo, J. Kehres, Henning F. Poulsen, Ulrik L. Olsen, Mihai Iovea, "Material classification from sparse spectral X-ray CT using vectorial total variation based on L infinity norm", Material Classifications. 2022. [PDF] [CODE]
D. Jumanazarov, JaKeoung Koo, Henning F. Poulsen, Ulrik L. Olsen, Mihai Iovea, "Significance of the spectral correction of photon counting detector response in material classification from spectral x-ray CT", Journal of Medical Imaging 9 (3), 03450, 2002.
2021
JaKeoung Koo, Anders B. Dahl, J. Andreas Bærentzen, Q. Chen, Sara Bals, Vedrana A. Dahl, "Shape from projections via differentiable forward projector for computed tomography", Ultramicroscopy, 2021. [PDF] [CODE]
JaKeoung Koo, Anders B. Dahl, Vedrana A. Dahl, "DALM, Deformable Attenuation-Labeled Mesh for Tomographic Reconstruction and Segmentation", IEEE Transactions on Computational Imaging (TCI), 2021.
JaKeoung Koo, Elise O. Brenne, Anders B. Dahl, Vedrana A. Dahl, "A Tomographic Reconstruction Method using Coordinate-based Neural Network with Spatial Regularization", Proceedings of the Northern Lights Deep Learning Workshop, 2021.
2020
D. Jumanazarov, JaKeoung Koo, Matteo Busi, Henning F. Poulsen, Ulrik L. Olsen, Mihai Iovea, "System-independent material classification through X-ray attenuation decomposition from spectral X-ray CT", NDT & E International 116, 102336, 2020
Byung-Woo Hong, JaKeoung Koo, Martin Burger, Stefano Soatto, "Adaptive regularization of some inverse problems in image analysis", IEEE Transactions on Image Processing (TIP) 29, 2507-2521, 2020