PUBLICATIONS
Note: The papers available in this site are not necessarily identical to the proceedings and journal publications.

Vision
Conferences
Physics
 
 

Vision Publications

    Original Papers in Professional Journals
    Appeared or accepted

  1. L. Bar, N. Sochen and N. Kiryati,
    "Convergence of an Iterative Method for Variational Deconvolution and Impulsive Noise Removal", ,
    SIAM journal on Multiscale Modeling and Simulation. Accepted (pending minor revision) January 2007.
  2. C. Sagiv, N. Sochen and Y. Y. Zeevi,
    "Two-Dimensional Affine Frames for Image Analysis and Synthesis", ,
    Applied and Computational Harmonic Analysis. Accepted (pending minor revision) December 2006.
  3. Y. Gur and N. Sochen,
    "Diffusion over Tensor Fields via Lie Group PDE Flows", ,
    Topology and Robotics}, AMS series Contemporary Math., Accepted, February 2007.
  4. A. Spira, N. Sochen and R. Kimmel,
    "A Short Time Beltrami Kernel for Smoothing Images and Manifolds", ,
    IEEE Trans. on Image Processing. Accepted December 2006.
  5. L. Bar, A. Brook, N. Sochen and N. Kiryati,
    "Deblurring of Color Images Corrupted by Salt-and-Pepper Noise",
    IEEE Trans. on Image Processing, Accepted Sep. 2006.
  6. T. Riklin-Raviv, N. Kiryati and N. Sochen,
    "Shape Registration and Prior-based segmentation in the Presence of Perspective Distortion",
    International Journal of Computer Vision. Accepted April 2006.
  7. G. Frenkel, E. Katzav, M. Schwartz and N. Sochen,
    "Distribution of Anomalous Exponents of Natural Images",
    Physical Review Letters. Accepted April 2006.
  8. C. Sagiv, N. Sochen and Y. Y. Zeevi,
    "The Uncertainty Principle: Group Theoretic Approach, Possible Minimizers and Scale-Space Properties",
    Journal of Mathematical Imaging and Vision, 15(6) (2006) pp. 1633-1646.
  9. L. Bar, N. Sochen and N. Kiryati,
    "Denblurring in the presence of impulsive noise",
    International Journal of Computer Vision, 70(3) (2006) pp. 279-298.
  10. G. Gilboa, N. Sochen and Y. Y. Zeevi,
    `Texture Preserving Variational Denoising Using an Adaptive Fidelity Term",
    EEE Trans. on Image Processing, 15(8) (2006) pp. 2281-2289.
  11. G. Gilboa, N. Sochen and Y. Y. Zeevi,
    "Estimation of Optimal PDE-based Denoising in the SNR Sense",
    EEE Trans. on Image Processing, 15(8) (2006) pp. 2269-2280.
  12. C. Sagiv, N. Sochen and Y. Y. Zeevi,
    "Integrated Active Contours for Texture Segmentation",
    IEEE Trans. on Image Processing, 15(6) (2006) pp. 1633-1646.
  13. L. Bar, N. Sochen and N. Kiryati,
    "Semi-Blind Image Restoration Via Mumford-Shah Regularization",
    IEEE Trans. on Image Processing, 15(2) (2006) pp. 483-493.
  14. D. Cremers, N. Sochen and C. Schnörr,
    "Multiphase Dynamic Labeling Model for Recognition-driven Image Segmantation",
    International Journal of Computer Vision, 66(1) (2006) pp. 67 - 81.
  15. L. Dascal, S. Kamin and N. Sochen,
    "Variational inequality for discontinuous solutions of degenerated parabolic equations",
    Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales de Madrid, Serie A: Matemáticas, Vol. 99(2) (2005) pp. 243-265.
  16. R. Kaftory, N. Sochen and Y. Y. Zeevi,
    "Variational Blind Deconvolution of Multi-Channel Images",
    International Journal of Imaging Systems and Technology, special issue on Blind Source Separation and Deconvolution in Imaging and Image Processing, Vol. 15(1) (2005), pp. 56-63.
  17. L. Dascal and N. Sochen,,
    "On the Maximum Principle of the Color Beltrami Flow",
    SIAM Journal on Applied Mathematics, 65(5) (2005) pp. 1615-1632.
  18. A. Tankus, N. Sochen and Y. Yeshurun,,
    "Shape-from-Shading under Perspective Projection",
    International Journal of Computer Vision, 63(1) (2005) pp. 21-43.
  19. G. Gilboa, N. Sochen and Y. Y. Zeevi,
    "Image Enhancement and Denoising by Complex Diffusion Processes",
    IEEE Trans. on Pattern Analysis and Machine Intelligence, 26(8) (2004) pp. 1020-1036.
  20. N. Sochen, C. Sagiv and Ron Kimmel,
    "Stereographic Combing a Porcupine or Studies on Orientation Diffusion",
    SIAM Journal on Applied Mathematics, 64(5) (2004) pp. 1477-1508.
  21. G. Gilboa, N. Sochen and Y. Y. Zeevi,
    "Image Sharpening by Flows based on Triple Well Potentials",
    Journal of Mathematical Imaging and Vision, 20 (2004) pp. 121-131.
  22. N. Sochen ,
    "Affine Invariant Flows via the Beltrami Framework",
    Journal of Mathematical Imaging and Vision, 20 (2004) pp. 133-145.
  23. A. Brook, R. Kimmel and N. Sochen ,
    "Variational Segmentation for Color Images",
    Journal of Mathematical Imaging and Vision, 18(3) (2003) pp. 247-268.
  24. G. Gilboa, N. Sochen and Y. Y. Zeevi,
    "Forward-and-Backward Diffusion Processes for Adaptive Image Enhancement and Denoising",
    IEEE Transactions on Image Processing, 11(7) (2002) pp. 689-703.
  25. N. Sochen, R. Kimmel and A. M. Bruckstein,
    "Diffusions and Confusions in Signal and Image Processing",
    Journal of Mathematical Imaging and Vision, 14(3) (2001) pp. 237-244.
  26. R. Kimmel and N. Sochen,
    "Orientation Diffusion or How to Comb a Porcupine",
    Journal of Visual Communication and Image Representation, 13 (2001) pp. 238-248.
  27. R. Kimmel, R. Malladi and N. Sochen,
    "Images as Embedded Maps and Minimal Surfaces: Movies, Color, Texture, and Volumetric Medical Images",
    International Journal of Computer Vision, 39 (2000) pp. 111-129.
  28. N. Sochen, R. Kimmel and R. Malladi,
    "A General Framework for Low Level Vision",
    IEEE Trans. in Image Processing, Special Issue on Geometry Driven Diffusion, 7 (1998) pp. 310-318.


    29. Original Papers in Professional Journals
    Submitted

  29. Y. Ferdman, C. Sagiv and N. Sochen,
    "Full 2D Affine Gabor System with Perceptuallly Tight Frame", Submitted, February 2007.

    Conferences and Book Chapters

  1. M. Feigin, Nir Sochen and B. Vemuri, , ``Anisotropic $\alpha$-kernels and associated flows", 1st International Conference on Scale-Space and Variational Methods, Ischia Island, Italy, May 2007.
  2. L. Bar, N. Sochen and N. Kiryati, , ``Restoration of Images with Piecewise Space-Variant Blur", 1st International Conference on Scale-Space and Variational Methods, Ischia Island, Italy, May 2007.
  3. Y. Gur and N. Sochen, , ``Coordinates free diffusion over compact Lie-groups", 1st International Conference on Scale-Space and Variational Methods, Ischia Island, Italy, May 2007.
  4. Y. Ferdman, C. Sagiv and N. Sochen, , ``Full Affine Wavelets are Scale-Space with a twist", 1st International Conference on Scale-Space and Variational Methods, Ischia Island, Italy, May 2007.
  5. O. Pasternak, N. Sochen, N. Intrator, Y. Assaf, , ``Variational Framework for the Separation of Partially Volumed Tensor Compartments in the Human Brain", Proceeding of the 15th International Society for Magnetic Resonance in Medicine meeting, Berlin, 19-25 May, 2007.
  6. T. Riklin-Raviv, N. Sochen and N. Kiryati, , "Mutual Segmentation with Level Sets", in Proceedings of the 5th IEEE Workshop on Perceptual Organization in Computer Vision, New-York, USA, June 2006.
  7. T. Riklin-Raviv, N. Sochen and N. Kiryati, , "Mutual Segmentation with Level Sets", in Proceedings of the 5th IEEE Workshop on Perceptual Organization in Computer Vision, New-York, USA, June 2006.
  8. Tammy Riklin-Raviv, Nir Sochen, Nahum Kiryati, Nir Ben-Zadok, Smadar Gefen, Louise Bertrand, Jonathan Nissanov, , "Propagating Distributions for Segmentation of Brain Atlas", IEEE International Symposium on Biomedical Imaging}, Washington D.C., April 2007.
  9. T. Riklin-Raviv, N. Sochen and N. Kiryati, , "Mutual Segmentation with Level Sets", in Proceedings of the 5th IEEE Workshop on Perceptual Organization in Computer Vision, New-York, USA, June 2006.
  10. R. Ben-Ari and N. Sochen, , "Dense Optical Flow: A General Framework and a New Alignment Criterion", in Proceedings of the International Conference on Computer Vision and Pattern Recognition, New-York, USA, June 2006.
  11. T. Riklin-Raviv, N. Sochen and N. Kiryati, , "Symmetry and Prior-based segmentation in the Presence of Perspective Distortion", in Proceedings of the International Conference on Computer Vision and Pattern Recognition, New-York, USA, June 2006.
  12. Nathan Intrator, Ofer Pasternak, Nir Sochen and Yaniv Assaf, , "Neuronal Fiber Delineation in Area of Edema from Diffusion Weighted MRI", in Proceedings of the Neural Information Processing Systems Conference, Canada, December 2005.
  13. T. Riklin-Raviv, N. Kiryati and N. Sochen, , "Shape Registration and Prior-based segmentation in the Presence of Perspective Distortion", in Proceedings of the International Conference on Computer Vision, Beijing, June 2005.
  14. Y. Gur and N. Sochen, , "Denoising Tensors via Lie Group Flows", in Proceedings of the International Conference on Variational, Geometry and level-Sets methods in Computer Vision , Beijing, China, October 2005.
  15. D. Shafrir, N. Sochen and R. Deriche, , "Regularization of Mappings between Implicit Manifolds of Arbitrary Dimension and Codimension", in Proceedings of the International Conference on Variational, Geometry and level-Sets methods in Computer Vision , Beijing, China, October 2005.
  16. L. Bar, N. Sochen and N. Kiryati, , "Color Image Deblurring with Impulsive Noise ", in Proceedings of the International Conference on Variational, Geometry and level-Sets methods in Computer Vision , Beijing, China, October 2005.
  17. G. Gilboa, N. Sochen and Y.Y. Zeevi , "Estimation of the Optimal Variational Parameter via SNR Analysis", in Proceedings of the International Conference on Scale-Space and PDE methods in Computer Vision, Hofgeismar, Germany, April 2005.
  18. C. Sagiv, N. Sochen and Y.Y. Zeevi, ,"Scale-Space Generation via Uncertainty Principles ", in Proceedings of the International Conference on Scale-Space and PDE methods in Computer Vision, Hofgeismar, Germany, April 2005.
  19. L. Bar, N. Sochen and N. Kiryati , "Image Deblurring in the Presence of Salt-and-Pepper Noise", in Proceedings of the International Conference on Scale-Space and PDE methods in Computer Vision, Hofgeismar, Germany, April 2005.
  20. R. Ben-Ari and N. Sochen , "Non-Isotropic Regularization of the Correspondence Space in Stereo-Vision", in Proceedings of the International Conference on Pattern Recognition, Cambridge, England 2004.
  21. M. Feigin and N. Sochen, "Segmentation and Denoising via an Adaptive Threshold Mumford-Shah-like Functional", in Proceedings of the International Conference on Pattern Recognition, Cambridge, England 2004.
  22. A. Tankus, N. Sochen and H. Yeshurun , "Reconstruction of Medical Images by Perspective Shape from Shading", in Proceedings of the International Conference on Pattern Recognition, Cambridge, England 2004.
  23. A. Tankus, N. Sochen and H. Yeshurun , "Perspective Shape from Shading by Fast Marching", in Proceedings of the International Conference on Computer Vision and Pattern Recognition, Washington DC, USA 2004.
  24. O.Pasternak, N. Sochen and Y. Asaf , "Separation of White Matter Fascicles From Diffusion MRI Using $\Phi$-Functional Regularization", in Proceedings of the International Symposium on Magnetic Resonance in Medicine, Kyoto, Japan 2004.
  25. L. Bar, N. Sochen and N. Kiryati , "Variational Pairing of Image Segmentation and Blind Restoration", in Proceedings of the European Conference on Computer Vision, Prague, Czech Republic 2004.
  26. T. Riklin-Raviv, N. Sochen and N. Kiryati , "Unlevel-Sets: Geometry and Prior-based Segmentation", in Proceedings of the European Conference on Computer Vision, Prague, Czech Republic 2004.
  27. D. Cremers, N. Sochen and C. Schnoerr , "Multiphase Dynamic Labeling for Variational Recognition-Based Segmentation", in Proceedings of the European Conference on Computer Vision, Prague, Czech Republic 2004.
  28. A. Spira, N. Sochen and R. Kimmel , "Geometric Filters, Diffusion Flows, and Kernels in Image Processing", in “Handbook of Computational Geometry for Pattern Recognition, Computer Vision, Neurocomputing and Robotics”, Eduardo Bayro-Corrochano (ed.), Springer Verlag, to be published.
  29. G. Gilboa, N. Sochen, Y. Y. Zeevi , "Texture Preserving Variational Denoising Using an Adaptive Fidelity Term", in Proceedings of the 2nd International Workshop on Variational, Geometry and Level Set Methods in Computer Vision, Nice, France 2003.
  30. R. Kaftory, N. Sochen and Y.Y. Zeevi, "Color Blind Deconvolution via the Beltrami Operator", in Proceedings of the International Symposium on Image and Signal Processing and Analysis, Rome, Italy 2003.
  31. A. Tankus, N. Sochen and H. Yeshurun , "A New Perspective [On] Shape from Shading", in Proceedings of the International Conference on Computer Vision, Nice, France 2003.
  32. G. Gilboa, N. Sochen and Y.Y. Zeevi , "PDE-based Denoising of Complex Scenes using a Spatially-Varying Fidelity Term", in Proceedings of the International Conference Image Processing, Barcelona, Spain 2003.
  33. N. Sochen, R. Deriche and L. Perez-Lopez , "Variational Beltrami Flow Over Implicit Manifolds", in Proceedings of the International Conference Image Processing, Barcelona, Spain 2003.
  34. N. Sochen, R. Deriche and L. Perez-Lopez , "The Beltrami Flow Over Implicit Manifolds", in Proceedings of the International Conference on Computer Vision, Nice, France 2003.
  35. A. Spira, R. Kimmel and N. Sochen , "Efficient Beltrami Flow Using a Short-Time Kernel" in Proceedings of the 4th International Conference on Scale-Space Methods in Computer Vision, Isle of Skye, Scotland 2003.
  36. D. Cremers, C. Schnörr and N. Sochen , "Towards Recognition-based Variational Segmentation using Shape Priors and Dynamic Labelling" in Proceedings of the 4th International Conference on Scale-Space Methods in Computer Vision, Isle of Skye, Scotland 2003.
  37. L. Dascal and N. Sochen , "On the Maximum Principle of the Color Beltrami Flow" in Proceedings of the 4th International Conference on Scale-Space Methods in Computer Vision, Isle of Skye, Scotland 2003.
  38. Y. Gvili and N. Sochen, "A Complete System of Measuring Invariants", in Proceedings of the 4th International Conference on Scale-Space Methods in Computer Vision, Isle of Skye, Scotland 2003.
  39. G. Gilboa, N. Sochen and Y. Y. Zeevi ,"Regularized Shock Filters and Complex Diffusion", ECCV02, Copenhagen, Denemark, May 2002.
  40. C. Sagiv, N. Sochen, and Y. Y. Zeevi ,"Texture Segmentation via a Diffusion-Segmentation Scheme in the Gabor Feature Space", Texture02, Copenhagen, Denemark, May 2002.
  41. C. Sagiv, N. Sochen, and Y. Y. Zeevi, "Gabor Feature Space Diffusion via the Minimal Weighted Area Method" EMMCVPR, INRIA Sophia-Antipolis, France, September 2001.
  42. N. Sochen, "Stochastic Processes in Vision: From Langevin to Beltrami" International Conference on Computer Vision '01, Vancouver, Canada, July 2001.
  43. N. Sochen, "On Affine Invariance in the Beltrami Framework for Vision" Variational and Level Set Methods '01, Vancouver, Canada, July 2001.
    44. C. Sagiv, N. Sochen, and Y. Y. Zeevi, "Geodesic Active Contours Applied to Texture Feature Space" Scale-Space '01, Vancouver, Canada, July 2001.
  44. G. Gilboa, Y. Y. Zeevi and N. Sochen, Resolution Enhancement by Forward-and-Backward Nonlinear Diffusion Processes, Nonlinear Signal and Image Processing, Baltimore, Maryland, June 2001.
  45. G. Gilboa, Y. Y. Zeevi and N. Sochen, Complex Diffusion Processes for Image Filtering, Scale-Space '01, Vancouver, Canada, July 2001.
  46. G. Gilboa, Y. Y. Zeevi and N.Sochen, Image Enhancement Segmentation and Denoising by Time Dependent Nonlinear Diffusion Processes, ICIP-'01, Thessaloniki, Greece, October, 2001.
  47. R. Kimmel and N. Sochen, Using the Beltrami Framework for Orientation Diffusion in Image Processing, 4th International Workshop on Visual Form, Capri, Italy, May 2001.
  48. N. Sochen, G. Gilboa and Y. Y. Zeevi, "Color Image Enhancement by a Forward-and-Backward Adaptive Beltrami Flow" AFPAC'00, Kiel Germany, Sep.2000.
  49. G. Gilboa, Y. Y. Zeevi and N. Sochen "Signal and Image Enhancement by a generalyzed forward and Bacward adaptive diffusion process" EUSIPCO-2000, Finland, Sep. 2000.
  50. C. Sagiv, N. Sochen and Y. Y. Zeevi, "gabor-space Geodesic Active ontours" AFPAC'00, Kiel Germany, Sep. 2000.
  51. G. Gilboa, Y. Y. Zeevi and N. Sochen, "Anisotropic Selective Inverse Diffusion for Signal Enhancement in the presence of noise", ICASSP'00, Istanbul Turkey, June 2000.
  52. N. Sochen, R. M. Haralick and Y. Y. Zeevi, "Geometric Functional for Gradient Estimation", the 2nd International conference on Scale-Space, Korfu, Greece, March 99.
  53. R. Kimmel and N. Sochen, "Geometric-Variational Approach for Color Image Segmentation", the 2nd International conference on Scale-Space, Korfu, Greece, March 99.
  54. R. Kimmel, N. Sochen and R. Malladi, "The Geometry of Texture", Curves and Surfaces 99, St-Malo, France, March99.
  55. N. Sochen, Y. Y. Zeevi, "Color Space Geometry via the Beltrami Framework", Sep. 98, ICASSP99.
  56. N. Sochen, Y. Y. Zeevi, "Representation of Colored Images by Manifolds Embedded in Higher Dimensional Non-Euclidean Space", Jan. 98, ICIP98.
  57. N. Sochen, Y. Y. Zeevi, "Resolution Enhancement of Colored Images by Inverse Diffusion Processes", Oct. 97, ICASSP98.
  58. R. Kimmel, R. Malladi and N. Sochen, "Image Processing via the Beltrami Operator", Sep.97, ACCV 98.
  59. N. Sochen and Y. Y. Zeevi, "Representation of Images by Surfaces and Higher Dimensional Manifolds in Non-Euclidean Space", March 97, the 4th International
    conference on Curves and Surfaces 97.
  60. R. Kimmel, N. Sochen and R. Malladi, "Images as Embedding Maps and Minimal Surfaces: A Unified Approach for Image Diffusion", Jan. 97, ICIP97.
  61. R. Kimmel, N. Sochen and R. Malladi, "Images as Embedding Maps and Minimal Surfaces: Movies, Color, and Volumetric Medical Images", Nov. 96, CVPR97.
  62. R. Kimmel, N. Sochen, and R. Malladi, "From High Energy Physics to Low Level Vision", Oct. 96. The Israeli Symposium on artificial intelligence, computer vision and neural networks. Presented in the ONR workshop, UCLA, September 1996. Also in Proc. of 13th Israeli Symposium on AICVNN, Tel Aviv University, February 3-4, 1997.
  63. R. Kimmel, N. Sochen, and R. Malladi, "From High Energy Physics to Low Level Vision", Sep. 96, LBNL-39431, the First International Conference on Scale Space Theory in Computer Vision
    "Scale Space 97",Utrecht, the Netherlands, July 2-4, 1997. Lecture Notes in Computer Vision proceedings (volume 1252).

Physics Publications

    Original papers in professional journals
    Appeared or accepted

  1. K. Bardakci, L. M. Bernardo and N. Sochen, "Integrable Generalized Thirring Models", Nucl. Phys. B 487 (1997) 513-525.
  2. N. Sochen, "Integrable Generalized Principal Chiral Models", Phys. Lett. B. 391 (1997) 374-380.
  3. M. B. Halpern and N. Sochen, "Flat Connections for Characters in Irrational Conformal Field Theory", Int. J. Mod. Phys. A10 (1995) 1181-1218.
  4. O. Aharony, O. Ganor, N. Sochen, J. Sonnenschein and S. Yankielowicz,"Physical States in G/G Topological Models and 2D Gravity", Nucl. Phys. B399 (1993) 527-559.
  5. M. Bauer and N. Sochen, "Fusion and Singular Vectors in $A^{(1)}_1$ highest weight cyclic modules", Commun. Math. Phys. 152 (1993) 127-160.
  6. M. Bauer and N. Sochen, "Singular Vectors by Fusions in $A^{(1)}_1$" Phys. Lett. B275 (1992) 82-86.
  7. N. Sochen, "Integrable Models through Representations of the Hecke Algebra",
    Nucl. Phys. B 360 (1991) 613-640.
  8. N. Sochen, "Bosonization of Twisted Parafermions and Application", Phys. Lett. B 231 (1989) 425-428.
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