% This file was created by ZeTeM Website % Bangti Jin @UNPUBLISHED{Denker2023_c19ca, author = {Alexander Denker and Imraj Singh and R. Barbano and Z. Kereta and Bangti Jin and Kris Thielemans and Peter Maaß and Simon Arridge}, title = {Score-Based Generative Models for PET Image Reconstruction}, journal = {Machine Learning for Biomedical Imaging} } @ARTICLE{Antorán2023_c9fff, author = {Javier Antorán and R. Barbano and Johannes Leuschner and José Miguel Hernández-Lobato and Bangti Jin}, title = {Uncertainty Estimation for Computed Tomography with a Linearised Deep Image Prior}, journal = {Transactions on Machine Learning Research}, volume = {12}, year = {2023} } @ARTICLE{Barbano2022_4dd3b, author = {R. Barbano and Johannes Leuschner and Maximilian Schmidt and Alexander Denker and Andreas Hauptmann and Peter Maaß and Bangti Jin}, title = {An Educated Warm Start For Deep Image Prior-based Micro CT Reconstruction}, journal = {IEEE Transactions on Computational Imaging}, volume = {8}, pages = {1210-1222}, year = {2022}, doi = {10.1109/TCI.2022.3233188} } @ARTICLE{Kluth2020_a8824, author = {Tobias Kluth and Bangti Jin}, title = {L1 data fitting for robust reconstruction in magnetic particle imaging: quantitative evaluation on Open MPI dataset}, journal = {International Journal on Magnetic Particle Imaging}, year = {2020}, doi = {10.18416/IJMPI.2020.2012001 } } @ARTICLE{Kluth2019_55d29, author = {Tobias Kluth and Bangti Jin}, title = {Enhanced Reconstruction in Magnetic Particle Imaging by Whitening and Randomized SVD Approximation}, journal = {Physics in Medicine and Biology}, annote = {Article ID 125026}, volume = {64}, number = {12}, year = {2019}, doi = {10.1088/1361-6560/ab1a4f} } @ARTICLE{Kluth2018_d9b4a, author = {Tobias Kluth and Bangti Jin and Guanglian Li}, title = {On the Degree of Ill-Posedness of Multi-Dimensional Magnetic Particle Imaging}, journal = {Inverse Problems}, volume = {34}, number = {9}, year = {2018}, doi = {10.1088/1361-6420/aad015} } @ARTICLE{Calo2013_7285f, author = {Victor M. Calo and Nathan Collier and Matthias Gehre and Bangti Jin and Hany Radwan and Mauricio Santillana}, title = {Gradient-based estimation of Manning's friction coefficient from noisy data}, journal = {Journal of Computational and Applied Mathematics}, volume = {238}, pages = {1-13}, year = {2013}, doi = {10.1016/j.cam.2012.08.004} } @ARTICLE{Jin2012_d87d3, author = {Bangti Jin and Taufiquar Khan and Peter Maaß}, title = {A reconstruction algorithm for electrical impedance tomography based on sparsity regularization }, journal = {International Journal for Numerical Methods in Engineering}, volume = {89}, number = {3}, pages = {337-353}, year = {2012}, doi = {10.1002/nme.3247} } @ARTICLE{Jin2012_a6494, author = {Bangti Jin and Peter Maaß}, title = {An analysis of electrical impedance tomography with applications to Tikhonov regularization}, journal = {ESAIM: Control, Optimisation and Calculus of Variations}, volume = {18}, number = {4}, pages = {1027-1048}, year = {2012}, doi = {10.1051/cocv/2011193 } } @ARTICLE{Jacob2012_994d6, author = {Bonnie Jacob and Bangti Jin and Taufiquar Khan and Peter Maaß}, title = {Optimal Source for Maximum Distinguishability in Optical Imaging}, journal = {Journal of Applied Functional Analysis}, volume = {7}, number = {4}, pages = {394-412}, year = {2012} } @ARTICLE{Gehre2012_f479a, author = {Matthias Gehre and Tobias Kluth and Antti Lipponen and Bangti Jin and Aku Seppänen and Jari P. Kaipio and Peter Maaß}, title = {Sparsity Reconstruction in Electrical Impedance Tomography: An Experimental Evaluation}, journal = {Journal of Computational and Applied Mathematics}, volume = {236}, number = {8}, pages = {2126-2136}, year = {2012}, doi = {10.1016/j.cam.2011.09.035} } @ARTICLE{Jin2012_55f85, author = {Bangti Jin and Peter Maaß}, title = {Sparsity regularization for parameter identification problems}, journal = {Inverse Problems}, annote = {123001}, volume = {28}, number = {12}, publisher = {IOPscience}, year = {2012}, doi = {10.1088/0266-5611/28/12/123001} } @ARTICLE{Jin2011_9cd98, author = {Bangti Jin and Taufiquar Khan and Peter Maaß and Michael Pidcock}, title = {Function Spaces and Optimal Currents in Impedance Tomography}, journal = {Journal of Inverse and Ill-posed Problems}, volume = {19}, number = {1}, pages = {25-48}, year = {2011}, doi = {10.1515/JIIP.2011.022, /May/2011} } @ARTICLE{Lorenz2010_aa19b, author = {Dirk Lorenz and Bangti Jin}, title = {Heuristic parameter-choice rules for convex variational regularization based on error estimates}, journal = {SIAM Journal on Numerical Analysis}, volume = {48}, number = {3}, pages = {1208-1229}, year = {2010}, doi = {10.1137/100784369} } @ARTICLE{Jin2009_b55ce, author = {Bangti Jin and Dirk Lorenz and Stefan Schiffler}, title = {Elastic-Net Regularization: Error estimates and Active Set Methods}, journal = {Inverse Problems}, volume = {25}, number = {11}, year = {2009}, doi = {10.1088/0266-5611/25/11/115022} } @CONFERENCE{Nittscher2023_5d5b1, author = {Marco Nittscher and M. F. Lameter and R. Barbano and Johannes Leuschner and Bangti Jin and Peter Maaß}, title = {SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction}, booktitle = {Medical Imaging with Deep Learning (MIDL 2023), 10.07.-12.07.2023}, year = {2023} } @CONFERENCE{Kluth2018_41895, author = {Tobias Kluth and Bangti Jin}, title = {Exploiting Ill-Posedness in Magnetic Particle Imaging - System Matrix Approximation via Randomized SVD}, booktitle = {International Workshop on Magnetic Particle Imaging 2018}, pages = {127-128, Infinite Science Publishing}, year = {2018} }