Publications

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Journal Article
M. Baust, Weinmann, A., Wieczorek, M., Lasser, T., Storath, M., and Navab, N., Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging based on a Riemannian Manifold Approach, IEEE Transactions on Medical Imaging, vol. 35, no. 8, pp. 1972–1989, 2016.PDF icon Technical Report (8.65 MB)
M. Storath, Brandt, C., Hofmann, M., Knopp, T., Salamon, J., Weber, A., and Weinmann, A., Edge preserving and noise reducing reconstruction for magnetic particle imaging, IEEE Transactions on Medical Imaging, vol. 36, no. 1, pp. 74 - 85, 2017.PDF icon Technical Report (1.43 MB)
M. Storath and Weinmann, A., Fast median filtering for phase or orientation data, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 3, pp. 639–652, 2018.PDF icon Technical Report (7.32 MB)
D. Fortun, Storath, M., Rickert, D., Weinmann, A., and Unser, M., Fast Piecewise-Affine Motion Estimation Without Segmentation, IEEE Transactions on Image Processing, vol. 27 , no. 11, pp. 5612 - 5624, 2018.
M. Storath, Rickert, D., Unser, M., and Weinmann, A., Fast segmentation from blurred data in 3D fluorescence microscopy, IEEE Transactions on Image Processing, vol. 26, no. 10, 2017.
A. Stefanoiu, Weinmann, A., Storath, M., Navab, N., and Baust, M., Joint Segmentation and Shape Regularization with a Generalized Forward Backward Algorithm, IEEE Transactions on Image Processing, vol. 25, no. 7, pp. 3384 - 3394, 2016.PDF icon Technical Report (3.55 MB)
M. Storath, Weinmann, A., and Unser, M., Jump-penalized least absolute values estimation of scalar or circle-valued signals, Information and Inference, vol. 6, no. 3, pp. 225–245, 2017.PDF icon Technical Report (3.4 MB)
W. Erb, Weinmann, A., Ahlborg, M., Brandt, C., Bringout, G., Buzug, T. M., Frikel, J., Kaethner, C., Knopp, T., März, T., Möddel, M., Storath, M., and Weber, A., Mathematical Analysis of the 1D Model and Reconstruction Schemes for Magnetic Particle Imaging, Inverse Problems, vol. 34, no. 5, 2018.
M. Kiechle, Storath, M., Weinmann, A., and Kleinsteuber, M., Model-based learning of local image features for unsupervised texture segmentation, IEEE Transactions on Image Processing, vol. 27, no. 4, pp. 1994-2007, 2018.
K. Bredies, Holler, M., Storath, M., and Weinmann, A., Total Generalized Variation for Manifold-valued Data, SIAM Journal on Imaging Sciences, vol. 11, no. 3, pp. 1785 - 1848, 2018.