Nir A. Sochen

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 18

Top Venues

CoRR

NeuroImage

J. Math. Imaging Vis.

ICIP

Publications

Omri Berman, Navot Oz, David Mendlovic, Nir A. Sochen, Yafit Cohen, Iftach Klapp
PETIT-GAN: Physically Enhanced Thermal Image-Translating Generative Adversarial Network. WACV (2024)
Navot Oz, Omri Berman, Nir A. Sochen, David Mendelovich, Iftach Klapp
Simultaneous temperature estimation and nonuniformity correction from multiple frames. CoRR (2023)
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)
Navot Oz, Nir A. Sochen, David Mendelovich, Iftach Klapp
Improving temperature estimation in low-cost infrared cameras using deep neural networks. CoRR (2023)
Omer Sapir, Iftach Klapp, Nir A. Sochen
Level Set KSVD. CoRR (2023)
Alberto De Luca, Suheyla Cetin Karayumak, Alexander Leemans, Yogesh Rathi, Stephan P. Swinnen, Jolien Gooijers, Amanda Clauwaert, Roald Bahr, Stian Bahr Sandmo, Nir A. Sochen, David Kaufmann, Marc Muehlmann, Geert Jan Biessels, Inga Koerte, Ofer Pasternak
Cross-site harmonization of multi-shell diffusion MRI measures based on rotational invariant spherical harmonics (RISH). NeuroImage 259 (2022)
Nir A. Sochen
A note on the variation of geometric functionals. CoRR (2022)
Simon Halvdansson, Jan-Fredrik Olsen, Nir A. Sochen, Ron Levie
Existence of Uncertainty Minimizers for the Continuous Wavelet Transform. CoRR (2021)
Leah Bar, Nir A. Sochen
Strong Solutions for PDE-Based Tomography by Unsupervised Learning. SIAM J. Imaging Sci. 14 (1) (2021)
Ron Levie, Efrat Krimer Avraham, Nir A. Sochen
Wavelet Design with Optimally Localized Ambiguity Function: a Variational Approach. CoRR (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)
Heli Ben Hamu Goldberg, Jonathan Mushkin, Tammy Riklin Raviv, Nir A. Sochen
Sampling Technique for Defining Segmentation Error Margins with Application to Structural Brain Mri. ICIP (2018)
Ron Levie, Nir A. Sochen
A wavelet Plancherel theory with application to sparse continuous wavelet transform. CoRR (2017)
Ron Levie, Nir A. Sochen
Uncertainty principles and optimally sparse wavelet transforms. CoRR (2017)
Guy Alexandroni, Gali Zimmerman-Moreno, Nir A. Sochen, Hayit Greenspan
The fiber-density-coreset for redundancy reduction in huge fiber-sets. NeuroImage 146 (2017)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Blind Space-Variant Single-Image Restoration of Defocus Blur. SSVM (2017)
Guy Alexandroni, Gali Zimmerman-Moreno, Nir A. Sochen, Hayit Greenspan
Coresets vs clustering: comparison of methods for redundancy reduction in very large white matter fiber sets. Medical Imaging: Image Processing (2016)
Thomas Batard, Nir A. Sochen
A Class of Generalized Laplacians on Vector Bundles Devoted to Multi-Channel Image Processing. J. Math. Imaging Vis. 48 (3) (2014)
Ronen Gal, Nahum Kiryati, Nir A. Sochen
Progress in the restoration of image sequences degraded by atmospheric turbulence. Pattern Recognit. Lett. 48 (2014)
Ron Levie, Hans-Georg Stark, Florian Lieb, Nir A. Sochen
Adjoint translation, adjoint observable and uncertainty principles. Adv. Comput. Math. 40 (3) (2014)
Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Dan Waisman, Nir A. Sochen, Ron Kimmel
Equi-affine Invariant Geometry for Shape Analysis. J. Math. Imaging Vis. 50 (1-2) (2014)
Dan Feldman, Micha Feigin, Nir A. Sochen
Learning Big (Image) Data via Coresets for Dictionaries. J. Math. Imaging Vis. 46 (3) (2013)
Daniel Lantzberg, Florian Lieb, Hans-Georg Stark, Ron Levie, Nir A. Sochen
Uncertainty principles, minimum uncertainty samplings and translations. EUSIPCO (2012)
Dan Raviv, Michael M. Bronstein, Alexander M. Bronstein, Ron Kimmel, Nir A. Sochen
Affine-invariant diffusion geometry for the analysis of deformable 3D shapes. CVPR (2011)
Nir A. Sochen, Leah Bar
The Beltrami-Mumford-Shah Functional. SSVM (2011)
Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Nir A. Sochen
Equi-affine Invariant Geometries of Articulated Objects. Theoretical Foundations of Computer Vision (2011)
Thomas Batard, Nir A. Sochen
Polyakov Action on (ρ, G)-Equivariant Functions Application to Color Image Regularization. SSVM (2011)
Iftach Klapp, Nir A. Sochen, David Mendlovic
Deblurring Space-Variant Blur by Adding Noisy Image. SSVM (2011)
Micha Feigin, Dan Feldman, Nir A. Sochen
From High Definition Image to Low Space Optimization. SSVM (2011)
Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Nir A. Sochen
Affine-invariant geodesic geometry of deformable 3D shapes. Comput. Graph. 35 (3) (2011)
Ran Shadmi, Arnaldo Mayer, Nir A. Sochen, Hayit Greenspan
Piecewise smooth affine registration of point-sets with application to DT-MRI brain fiber-data. ISBI (2010)
Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Nir A. Sochen
Affine-invariant geodesic geometry of deformable 3D shapes CoRR (2010)
Micha Feigin, Nir A. Sochen, Baba C. Vemuri
Anisotropic Alpha-Kernels and Associated Flows. SIAM J. Imaging Sci. 3 (4) (2010)
Ofer Pasternak, Nir A. Sochen, Peter J. Basser
The effect of metric selection on the analysis of diffusion tensor MRI data. NeuroImage 49 (3) (2010)
Rami Ben-Ari, Nir A. Sochen
Stereo Matching with Mumford-Shah Regularization and Occlusion Handling. IEEE Trans. Pattern Anal. Mach. Intell. 32 (11) (2010)
Dan Raviv, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Nir A. Sochen
Affine-invariant diffusion geometry for the analysis of deformable 3D shapes CoRR (2010)
Micha Feigin, Nir A. Sochen
Anisotropic Regularization for Inverse Problems with Application to the Wiener Filter with Gaussian and Impulse Noise. SSVM (2009)
Yaniv Gur, Nir A. Sochen
Regularizing Flows over Lie Groups. J. Math. Imaging Vis. 33 (2) (2009)
Yaniv Gur, Ofer Pasternak, Nir A. Sochen
)-Invariant Framework for Tensors Regularization. Int. J. Comput. Vis. 85 (3) (2009)
Tammy Riklin-Raviv, Nir A. Sochen, Nahum Kiryati
On Symmetry, Perspectivity, and Level-Set-Based Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 31 (8) (2009)
Laurent D. Cohen, Nir A. Sochen, Luminita A. Vese
Guest Editorial. J. Math. Imaging Vis. 33 (2) (2009)
Rami Ben-Ari, Nir A. Sochen
A Geometric Framework and a New Criterion in Optical Flow Modeling. J. Math. Imaging Vis. 33 (2) (2009)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
The finite harmonic oscillator and its associated sequences CoRR (2008)
Rami Ben-Ari, Nir A. Sochen
A Geometric Approach for Regularization of the Data Term in Stereo-Vision. J. Math. Imaging Vis. 31 (1) (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
The discrete Fourier transform: A canonical basis of eigenfunctions CoRR (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
The Finite Harmonic Oscillator and Its Applications to Sequences, Communication, and Radar. IEEE Trans. Inf. Theory 54 (9) (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
The discrete Fourier transform: A canonical basis of eigenfunctions. EUSIPCO (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
Group representation design of digital signals and sequences CoRR (2008)
Tammy Riklin-Raviv, Nir A. Sochen, Nahum Kiryati
Shape-Based Mutual Segmentation. Int. J. Comput. Vis. 79 (3) (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
Group Representation Design of Digital Signals and Sequences. SETA (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
Deterministic dictionaries for sparsity: A group representation approach. EUSIPCO (2008)
Micha Feigin, Nir A. Sochen, Baba C. Vemuri
Efficient anisotropic α-Kernels decompositions and flows. CVPR Workshops (2008)
Yaniv Gur, Nir A. Sochen
Non-Abelian invariant feature detection. ICPR (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
The finite harmonic oscillator and its applications to sequences, communication and radar CoRR (2008)
Shamgar Gurevich, Ronny Hadani, Nir A. Sochen
On some deterministic dictionaries supporting sparsity CoRR (2008)
Lorina Dascal, Adi Ditkowski, Nir A. Sochen
On the Discrete Maximum Principle for the Beltrami Color Flow. J. Math. Imaging Vis. 29 (1) (2007)
Leah Bar, Alexander Brook, Nir A. Sochen, Nahum Kiryati
Deblurring of Color Images Corrupted by Impulsive Noise. IEEE Trans. Image Process. 16 (4) (2007)
Yaniv Gur, Nir A. Sochen
Coordinate-Free Diffusion over Compact Lie-Groups. SSVM (2007)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Restoration of Images with Piecewise Space-Variant Blur. SSVM (2007)
Tammy Riklin-Raviv, Nir A. Sochen, Nahum Kiryati, Nir Ben-Zadok, Smadar Gefen, Louise Bertrand, Jonathan Nissanov
Propagating Distributions for Segmentation of Brain Atlas. ISBI (2007)
Micha Feigin, Nir A. Sochen, Baba C. Vemuri
-Kernels and Associated Flows. SSVM (2007)
Sigal Trattner, Micha Feigin, Hayit Greenspan, Nir A. Sochen
Can Born Approximate the Unborn? A New Validity Criterion for the Born Approximation in Microscopic Imaging. ICCV (2007)
Yossi Ferdman, Chen Sagiv, Nir A. Sochen
Full Affine Wavelets Are Scale-Space with a Twist. SSVM (2007)
Yaniv Gur, Nir A. Sochen
Fast Invariant Riemannian DT-MRI Regularization. ICCV (2007)
Alon Spira, Ron Kimmel, Nir A. Sochen
A Short- Time Beltrami Kernel for Smoothing Images and Manifolds. IEEE Trans. Image Process. 16 (6) (2007)
Tammy Riklin-Raviv, Nahum Kiryati, Nir A. Sochen
Prior-based Segmentation and Shape Registration in the Presence of Perspective Distortion. Int. J. Comput. Vis. 72 (3) (2007)
Rami Ben-Ari, Nir A. Sochen
Variational Stereo Vision with Sharp Discontinuities and Occlusion Handling. 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)
Guy Gilboa, Nir A. Sochen, Yehoshua Y. Zeevi
Estimation of optimal PDE-based denoising in the SNR sense. IEEE Trans. Image Process. 15 (8) (2006)
Chen Sagiv, Nir A. Sochen, Yehoshua Y. Zeevi
Integrated active contours for texture segmentation. IEEE Trans. Image Process. 15 (6) (2006)
Chen Sagiv, Nir A. Sochen, Yehoshua Y. Zeevi
The Uncertainty Principle: Group Theoretic Approach, Possible Minimizers and Scale-Space Properties. J. Math. Imaging Vis. 26 (1-2) (2006)
Dalia Fishelov, Nir A. Sochen
Image Inpainting via Fluid Equations. ITRE (2006)
Guy Gilboa, Nir A. Sochen, Yehoshua Y. Zeevi
Variational denoising of partly textured images by spatially varying constraints. IEEE Trans. Image Process. 15 (8) (2006)
Daniel Cremers, Nir A. Sochen, Christoph Schnörr
A Multiphase Dynamic Labeling Model for Variational Recognition-driven Image Segmentation. Int. J. Comput. Vis. 66 (1) (2006)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Semi-blind image restoration via Mumford-Shah regularization. IEEE Trans. Image Process. 15 (2) (2006)
Ron Kimmel, Nir A. Sochen, Joachim Weickert
Editorial: Special issue for the 5th International Conference on Scale-Space and PDE Methods in Computer Vision. Int. J. Comput. Vis. 70 (3) (2006)
Rami Ben-Ari, Nir A. Sochen
A General Framework and New Alignment Criterion for Dense Optical Flow. CVPR (1) (2006)
Tammy Riklin-Raviv, Nir A. Sochen, Nahum Kiryati
Mutual Segmentation with Level Sets. CVPR Workshops (2006)
Tammy Riklin-Raviv, Nahum Kiryati, Nir A. Sochen
Segmentation by Level Sets and Symmetry. CVPR (1) (2006)
Ofer Pasternak, Nir A. Sochen, Nathan Intrator, Yaniv Assaf
Neuronal Fiber Delineation in Area of Edema from Diffusion Weighted MRI. NIPS (2005)
Chen Sagiv, Nir A. Sochen, Yehoshua Y. Zeevi
Scale-Space Generation via Uncertainty Principles. Scale-Space (2005)
Yaniv Gur, Nir A. Sochen
Denoising Tensors via Lie Group Flows. VLSM (2005)
Tammy Riklin-Raviv, Nahum Kiryati, Nir A. Sochen
Prior-Based Segmentation by Projective Registration and Level Sets. ICCV (2005)
David Shafrir, Nir A. Sochen, Rachid Deriche
Regularization of Mappings Between Implicit Manifolds of Arbitrary Dimension and Codimension. VLSM (2005)
Ariel Tankus, Nir A. Sochen, Yehezkel Yeshurun
Shape-from-Shading Under Perspective Projection. Int. J. Comput. Vis. 63 (1) (2005)
Ran Kaftory, Nir A. Sochen, Yehoshua Y. Zeevi
Variational blind deconvolution of multi-channel images. Int. J. Imaging Syst. Technol. 15 (1) (2005)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Image Deblurring in the Presence of Salt-and-Pepper Noise. Scale-Space (2005)
Lorina Dascal, Nir A. Sochen
A Maximum Principle for Beltrami Color Flow. SIAM J. Appl. Math. 65 (5) (2005)
Guy Gilboa, Nir A. Sochen, Yehoshua Y. Zeevi
Estimation of the Optimal Variational Parameter via SNR Analysis. Scale-Space (2005)
Leah Bar, Alexander Brook, Nir A. Sochen, Nahum Kiryati
Color Image Deblurring with Impulsive Noise. VLSM (2005)
Rami Ben-Ari, Nir A. Sochen
Non-Isotropic Regularization of the Correspondence Space in Stereo-Vision. ICPR (4) (2004)
Leah Bar, Nir A. Sochen, Nahum Kiryati
Variational Pairing of Image Segmentation and Blind Restoration. ECCV (2) (2004)
Lucero Lopez Perez, Rachid Deriche, Nir A. Sochen
The Beltrami Flow over Triangulated Manifolds. ECCV Workshops CVAMIA and MMBIA (2004)
Guy Gilboa, Nir A. Sochen, Yehoshua Y. Zeevi
Image Enhancement and Denoising by Complex Diffusion Processes. IEEE Trans. Pattern Anal. Mach. Intell. 26 (8) (2004)
Tammy Riklin-Raviv, Nahum Kiryati, Nir A. Sochen
Unlevel-Sets: Geometry and Prior-Based Segmentation. ECCV (4) (2004)
Micha Feigin, Nir A. Sochen
Segmentation and Denoising via an Adaptive Threshold Mumford-Shah-like Functional. ICPR (2) (2004)
Ariel Tankus, Nir A. Sochen, Yehezkel Yeshurun
Reconstruction of Medical Images by Perspective Shape-from-Shading. ICPR (3) (2004)
Guy Gilboa, Nir A. Sochen, Yehoshua Y. Zeevi
Image Sharpening by Flows Based on Triple Well Potentials. J. Math. Imaging Vis. 20 (1-2) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nir A. Sochen