Leah Bar

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 5

Top Topics

Inverse Problems

Unsupervised Learning

Image Restoration

Top Venues

SIAM J. Imaging Sci.

Publications

Ido Ben-Shaul, Leah Bar, Dalia Fishelov, Nir A. Sochen
Deep Learning Solution of the Eigenvalue Problem for Differential Operators. Neural Comput. 35 (6) (2023)
Leah Bar, Nir A. Sochen
Strong Solutions for PDE-Based Tomography by Unsupervised Learning. SIAM J. Imaging Sci. 14 (1) (2021)
Ido Ben-Shaul, Leah Bar, Nir A. Sochen
Solving the functional Eigen-Problem using Neural Networks. CoRR (2020)
Leah Bar, Nir A. Sochen
Unsupervised Deep Learning Algorithm for PDE-based Forward and Inverse Problems. CoRR (2019)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Blind Space-Variant Single-Image Restoration of Defocus Blur. SSVM (2017)
Nir A. Sochen, Leah Bar
The Beltrami-Mumford-Shah Functional. SSVM (2011)
Benedikt Wirth, Leah Bar, Martin Rumpf, Guillermo Sapiro
A Continuum Mechanical Approach to Geodesics in Shape Space. Int. J. Comput. Vis. 93 (3) (2011)
Leah Bar, Guillermo Sapiro
Hierarchical invariant sparse modeling for image analysis. ICIP (2011)
Leah Bar, Guillermo Sapiro
Hierarchical dictionary learning for invariant classification. ICASSP (2010)
Leah Bar, Guillermo Sapiro
Generalized Newton-Type Methods for Energy Formulations in Image Processing. SIAM J. Imaging Sci. 2 (2) (2009)
Benedikt Wirth, Leah Bar, Martin Rumpf, Guillermo Sapiro
Geodesics in Shape Space via Variational Time Discretization. EMMCVPR (2009)
Leah Bar, Guillermo Sapiro
Generalized Newton methods for energy formulations in image procesing. ICIP (2008)
Leah Bar, Alexander Brook, Nir A. Sochen, Nahum Kiryati
Deblurring of Color Images Corrupted by Impulsive Noise. IEEE Trans. Image Process. 16 (4) (2007)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Restoration of Images with Piecewise Space-Variant Blur. SSVM (2007)
Leah Bar, Benjamin Berkels, Martin Rumpf, Guillermo Sapiro
A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video. ICCV (2007)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Convergence of an Iterative Method for Variational Deconvolution and Impulsive Noise Removal. Multiscale Model. Simul. 6 (3) (2007)
Leah Bar, Nahum Kiryati, Nir A. Sochen
Image Deblurring in the Presence of Impulsive Noise. Int. J. Comput. Vis. 70 (3) (2006)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Semi-blind image restoration via Mumford-Shah regularization. IEEE Trans. Image Process. 15 (2) (2006)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Image Deblurring in the Presence of Salt-and-Pepper Noise. Scale-Space (2005)
Leah Bar, Alexander Brook, Nir A. Sochen, Nahum Kiryati
Color Image Deblurring with Impulsive Noise. VLSM (2005)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Variational Pairing of Image Segmentation and Blind Restoration. ECCV (2) (2004)