Martin Storath

Computer Science · Physical Sciences

15h-index1.6kcitations60works0.62yr avg
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Research Topics

Image and Signal Denoising Methods(20), Sparse and Compressive Sensing Techniques(14), Medical Imaging Techniques and Applications(11), Medical Image Segmentation Techniques(10), Numerical methods in inverse problems(9)

Publications60 total

Fine-tuning Gaussian denoisers for fluorescence microscopy image enhancement
2026
Fast and Exact Least Absolute Deviations Line Fitting via Piecewise Affine Lower-Bounding
ArXiv.org·2025Open Access
Fast and Exact Least Absolute Deviations Line Fitting via Piecewise Affine Lower-Bounding
arXiv (Cornell University)·2025Open Access
Fast Algorithms for Model-Based Smoothing Of Discontinuous Signals and Images
Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science·2025Open Access
A computer vision system for recognition and defect detection for reusable containers
Machine Vision and Applications·2025· 4 citedOpen Access
Degrees-of-freedom penalized piecewise regression
Information and Inference A Journal of the IMA·2025Open Access
Two-stage Approach for Low-dose and Sparse-angle CT Reconstruction using Backprojection
Informatik aktuell·2025
Digitalization in Small-Load-Carrier Management
2025· 1 citedOpen Access
Towards an Approach on Location Data Analysis for Reusable Small-load Carriers
Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences·2025· 1 citedOpen Access
Enhanced low-dose CT image reconstruction by domain and task shifting gaussian denoisers
Advances in Computational Science and Engineering·2025· 1 citedOpen Access
Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers
arXiv (Cornell University)·2024Open Access
Solving higher-order Mumford-Shah models
AIP conference proceedings·2024
Degrees-of-freedom penalized piecewise regression
arXiv (Cornell University)·2023Open Access
Smoothing Splines for Discontinuous Signals
Journal of Computational and Graphical Statistics·2023· 5 cited
Computer Vision in Reusable Container Management : Requirements, Conception, and Data Acquisition
Schriftenreihe Logistik und Supply Chain Management·2023Open Access
Smoothing Splines for Discontinuous Signals
arXiv (Cornell University)·2022Open Access
Multi-channel Potts-based reconstruction for multi-spectral computed tomography
Inverse Problems·2021Open Access
PALMS Image Partitioning - A New Parallel Algorithm for the Piecewise Affine-Linear Mumford-Shah Model
Image Processing On Line·2020· 4 citedOpen Access
Multi-Channel Potts-Based Reconstruction for Multi-Spectral Computed\n Tomography
arXiv (Cornell University)·2020Open Access
Iterative Potts Minimization for the Recovery of Signals with Discontinuities from Indirect Measurements: The Multivariate Case
Foundations of Computational Mathematics·2020· 1 citedOpen Access
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Frequent Co-authors

Andreas Weinmann(33), Michaël Unser(7), Laurent Demaret(7), Lukas Kiefer(5), Maximilian Baust(4), Nassir Navab(4), Alexander Dobhan(4), Vincent Wahyudi(3), Lars Eberhardt(3), Tim Selig(3), Thomas März(3), Maurice Weiler(2), Fred A. Hamprecht(2), Stefan Held(2), Peter Massopust(2), Dennis Rickert(2), Cedric C. Ziegler(2), Alina L. Bendinger(2), Charlotte Debus(2), Christin Glowa(2)