Preprints

1. A. Amini, R. Madani, M. Unser, "A Universal Formula for Generalized Cardinal B-Splines," Applied and Computational Harmonic Analysis, in press.
2. J. Castelli, A. Depeursinge, B. De Bari, A. Devillers, R. de Crevoisier, J. Bourhis, J.O. Prior, "Metabolic Tumor Volume and Total Lesion Glycolysis in Oropharyngeal Cancer Treated with Definitive Radiotherapy—Which Threshold Is the Best Predictor of Local Control?," Clinical Nuclear Medicine, in press.
3. K.H. Jin, M.T. McCann, E. Froustey, M. Unser, "Deep Convolutional Neural Network for Inverse Problems in Imaging," IEEE Transactions on Image Processing, in press.
4. M.T. McCann, M. Unser, "High-Quality Parallel-Ray x-Ray CT Back Projection Using Optimized Interpolation," IEEE Transactions on Image Processing, in press.
5. P. Pad, F. Salehi, E. Celis, P. Thiran, M. Unser, "Dictionary Learning Based on Sparse Distribution Tomography," Proceedings of the Thirty-Fourth International Conference on Machine Learning (ICML'17), Sydney, Commonwealth of Australia, August 6-11, 2017, in press.
6. D. Sage, F. Soulez, "Computational Methods for High Resolution 3D Fluorescence Microscopy," The BioImage Analysis Community Conference "Workflows and Open Tools" (NEUBIAS2020'17), Lisbon, Portuguese Republic, February 12-17, 2017, in press.
7. D. Schmitter, P. García-Amorena, M. Unser, "Smooth Shapes with Spherical Topology: Beyond Traditional Modeling, Efficient Deformation, and Interaction," Computational Visual Media, in press.
8. M. Storath, D. Rickert, M. Unser, A. Weinmann, "Fast Segmentation from Blurred Data In 3D Fluorescence Microscopy," IEEE Transactions on Image Processing, in press.
9. M. Storath, A. Weinmann, M. Unser, "Jump-Penalized Least Absolute Values Estimation of Scalar or Circle-Valued Signals," Information and Inference: A Journal of the IMA, in press.
10. M. Unser, "Computational Bioimaging: How to Further Reduce Exposure and/or Increase Image Quality," Proceedings of the Thirty-Ninth Annual International Conference of the IEEE Engineering in Medicine and Biology Society, in conjunction with the biennial Conference of the French Society of Biological and Medical Engineering (EMBC'17), Jeju-do, Republic of Korea, July 11-15, 2017, in press.
11. M. Unser, J. Fageot, J.P. Ward, "Splines Are Universal Solutions of Linear Inverse Problems with Generalized-TV Regularization," SIAM Review, in press.

Prepublications

1. J. Fageot, V. Uhlmann, M. Unser, "Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes," arXiv:1702.05003 [math.PR].
2. J. Fageot, M. Unser, "Scaling Limits of Solutions of SPDE Driven by Lévy White Noises," arXiv:1610.06711 [math.PR].
3. J. Fageot, M. Unser, J.P. Ward, "The n-Term Approximation of Periodic Generalized Lévy Processes," arXiv:1702.03335 [math.PR].
4. K.H. Jin, M.T. McCann, E. Froustey, M. Unser, "Deep Convolutional Neural Network for Inverse Problems in Imaging," arXiv:1611.03679 [cs.CV].
5. H.Q. Nguyen, E. Bostan, M. Unser, "Learning Convex Regularizers for Optimal Bayesian Denoising," arXiv:1705.05591 [cs.LG]
6. H.Q. Nguyen, M. Unser, "Approximation of Non-Decaying Signals from Shift-Invariant Subspaces," arXiv:1705.05601 [math.FA]
7. V. Uhlmann, P. Ramdya, R. Delgado-Gonzalo, R. Benton, M. Unser, "FlyLimbTracker: An Active Contour Based Approach for Leg Segment Tracking in Unmarked, Freely Behaving Drosophila," bioRxiv 089714.