Lihi Zelnik-Manor

CGM lab

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  • R. Margolin, L. Zelnik-Manor, and A. Tal
    " How to Evaluate Foreground Maps?",
    CVPR, 2014.
    (pdf)
  • A. Gilinsky and L. Zelnik-Manor,
    " SIFTpack: A Compact Representation for Efficient SIFT Matching",
    ICCV, 2013.
    (pdf)
    Project page
  • D. Rudoy and L. Zelnik-Manor,
    " Video Inlays: A System for User-Friendly Matchmove ",
    VRST, 2013.
    (pdf)
    Project  page
  • D. Rudoy, D.B Goldman, E. Shechtman and L. Zelnik-Manor,
    " Learning video saliency from human gaze using candidate selection ",
     CVPR, 2013.
    (pdf)
    Project page
  • R. Margolin, A. Tal, and L. Zelnik-Manor,
    " What Makes a Patch Distinct? ",
     CVPR, 2013.
    (pdf)
    Project page
  • R. Margolin, L. Zelnik-Manor, and A. Tal
    " Saliency For Image Manipulation ",
     The Visual Computer, June 2012.
    (pdf)
    Project page
  • T. Hassner, V. Mayzels and L. Zelnik-Manor
    " On SIFTs and their Scales ",
    CVPR 2012.
    (pdf)
    Project page
  • I. Friedman and L. Zelnik-Manor
    " Icon Scanning: Towards Next Generation QR Codes ",
    CVPR 2012.
    (pdf)
    Project page
    Download from the AppStore  
    With over 30,000 downloads
    App store
  • R. Margolin, L. Zelnik-Manor, and A. Tal
    " Saliency For Image Manipulation ",
     Computer Graphics International (CGI) 2012.
    (pdf)
    Project page
  • S. Goferman, L. Zelnik-Manor, and A. Tal
    " Context-Aware Saliency Detection ",
    IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 34(10): 1915--1926, Oct. 2012.
    (pdf)
    Project page (with code)
  • L. Zelnik-Manor, K. Rosenblum and Y. Eldar
    " Dictionary Optimization for Block-Sparse Representations ",
    IEEE Transactions on Signal Processing,60(5): 2386--2395, May 2012. (pdf) (code)
  • D. Rudoy, D.B. Goldman, E. Shechtman and
    L. Zelnik-Manor
    " Crowdsourcing Gaze Data Collection ",
     Conference on Collective Intelligence, April 2012.
    Project page (pdf)
  • M. Andreetto, L. Zelnik-Manor and P. Perona,
     "Unsupervised Learning of Categorical Segments in Image Collections"
    IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 34(9): 1842--1855, Sep. 2012. (pdf) (Code)
  • D. Cremers, M. Magnor, M. R. Oswald and
    L. Zelnik-Manor (editors)
    Video Processing and Computational Video ,
      LNCS,Volume 7082, 2011
    (electornic version)
  • I. Friedman and L. Zelnik-Manor
    " Dancing Icons Detection ",
     The Second IEEE International Workshop on Mobile Vision, 2011.
    (pdf)
  • T. Glaser and L. Zelnik-Manor
    " Incorporating Temporal Context in Bag-of-Words Models ",
    VECTaR'11; The 3rd IEEE Workshop on Video Event Categorization, Tagging and Retrieval for Real-World Applications, 2011.
    (pdf)
  • D. Rudoy and L. Zelnik-Manor
    " Viewpoint Selection for Human Actions ",
    International Journal of Computer Vision (IJCV), Vol. 97, No.3, March 2012;
    (pdf)
  • L. Zelnik-Manor, K. Rosenblum and Y. C. Eldar
    " Sensing Matrix Optimization for Block-Sparse Decoding ",
    IEEE Transactions on Signal Processing, 59(9): 4300--4312, Sep. 2011.
    (pdf) (Code)
  • D. Rudoy and L. Zelnik-Manor
    " Posing to the camera: Automatic viewpoint selection for human actions",
    ACCV 2010 
    (pdf)
  • M. Holtzman-Gazit, L. Zelnik-Manor and I. Yavne
    " Salient Edges: A Multi Scale Approach",
    ECCV 2010 Workshop on Vision for Cognitive Tasks
    (pdf).
  • K. Rosenblum,  L. Zelnik-Manor and Y. Eldar
    "Dictionary Optimization for Block-Sparse Representations",
    AAAI Fall 2010 Symposium on Manifold Learning (pdf). 

  • B. Hariharan, L. Zelnik-Manor, S.V. N. Vishwanathan and M. Varma
    " Large Scale Max-Margin Multi-Label Classification with Priors",
    ICML 2010  (pdf)
     
  • R. Basri, T. Hassner and L. Zelnik-Manor,
    "Approximate Nearest Subspace Search",
    IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 33(2): 266--278, Feb. 2011. (pdf)
  • S. Goferman, L. Zelnik-Manor, and A. Tal.
    Context-Aware Saliency Detection
    CVPR 2010.
    (pdf)
    Project page (with code)
     
  • S. Goferman, A. Tal, L. Zelnik-Manor.
    Puzzle-like Collage
    Computer Graphics Forum (EUROGRAPHICS) 2010.
    (pdf)
     
  • T. Lebestky, J. C. Chang, H. Dankert, L. Zelnik-Manor, Y. Kim, K. Han, F. W. Wolf, P. Perona, D. J. Anderson
    Two Different Forms of Arousal in Drosophila Are Oppositely Regulated by the Dopamine D1 Receptor Ortholog DopR via Distinct Neural Circuits
    Neuron, Volume 64, Issue 4, Nov. 25, 2009

  • R. Basri, T. Hassner and L. Zelnik-Manor*,
    "A General Framework for Approximate Nearest Subspace Search",
    2nd IEEE International Workshop on Subspace Methods at the IEEE International Conference on Computer Vision, Kyoto, Sept 2009 (pdf)
     
  • R. Basri, T. Hassner, L. Zelnik-Manor
    "A General Framework for Approximate Nearest Subspace Search"
    Technical Report CCIT #699 , Department of Electrical Engineering, Technion, June 2008
     
  • S. Zanetti, L. Zelnik-Manor, P. Perona
    "A walk through the web's video clips"
    The First IEEE Workshop on Internet Vision, in Computer Vision and Pattern Recognition  (CVPR'08), Anchorage, Alaska, Jun. 2008 (pdf)

     
  • M. Andreetto, L. Zelnik-Manor and P. Perona,
     "Unsupervised Learning of Categorical Segments in Image Collections"
    The Sixth IEEE Computer Society Workshop on Perceptual Organization  in Computer Vision (POCV08), in Computer Vision and Pattern Recognition, Anchorage, Alaska, Jun. 2008. (pdf)

     
  • M. Andreetto, L. Zelnik-Manor and P. Perona
    "Non-parametric Probabilistic Image Segmentation"
    Eleventh IEEE International Conference on Computer Vision, 
    2007 (ICCV'07)  (pdf)
    Project web-page

  • L. Zelnik-Manor and P. Perona     
    "Automating Joiners"
    The 5th international symposium on non-photorealistic animation and rendering, NPAR 2007. (pdf)
    Project web-page

  • R. Basri, T. Hassner, and L. Zelnik-Manor
    "Approximate Nearest Subspace Search with Applications to Pattern Recognition"
    IEEE Conference on Computer Vision and Pattern Recognition. Minneapolis, June 2007, (CVPR'07). (pdf)
    Project web-page

  • L. Zelnik-Manor and M.Irani
    "Statistical Analysis of Dynamic Actions",
    IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 28(9): 1530--1535, Sep. 2006.  (pdf)

  • L. Zelnik-Manor and M. Irani
    "On Single Sequence and Multi-Sequence Factorizations",
    International Journal of Computer Vision (IJCV),   67(3): 313-326,    May 2006. (pdf)
    Project web-page

  • L. Zelnik-Manor, G. Peters and P.Perona
    "Squaring the Circle in Panoramas"
    Tenth IEEE International Conference on Computer Vision 2005, Volume 2, pp. 1292-1299 (ICCV'05). (pdf)
    Project web page

  • T. Hassner, L. Zelnik-Manor, G. Leifman and R. Basri
    "Minimal-Cut Model Composition"       
    IEEE Shape Modeling International Conference (SMI'05), pp. 72-81, June 2005. (pdf)
    Winner of "SMI best student paper award" and "AIM@SHAPE Best paper award 2005"
    Project web page

  • S. Agarwal, J. Lim, L. Zelnik-Manor, P. Perona, D. Kriegman and S. Belongie
    "Beyond Pairwise Clustering"
    IEEE Conference on Computer Vision and  Pattern Recognition,Vol. 2, pp. 838-845, June 2005 (CVPR'05). (pdf)

  • C. Fanti, L. Zelnik-Manor and P. Perona
    "Hybrid Models for Human Motion Recognition"
    IEEE Computer Society Conference on Computer
    Vision and Pattern Recognition, Vol. 1, pp. 1166-1173, June 2005 (CVPR'05). (pdf)

  • L. Zelnik-Manor and P. Perona
    "Self-Tuning Spectral Clustering",
    Advances in Neural Information Processing Systems 17, pp. 1601-1608, 2005, (NIPS'04). (pdf)
    Project web-page

     
  • L. Zelnik-Manor and M. Irani,
    "Temporal Factorization Vs. Spatial Factorization".
    Proc. European Conference of Computer Vision, Volume 2, pages 434-445, Prague, Czech Republic, 2004 (ECCV'04). (pdf)
    Project web-page

    CVonline entry on Temporal Factorization


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