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Publications of Author

1. Jacob Goldberger, Hayit Greenspan, Shiri Gordon
   Unsupervised Image Clustering Using the Information Bottleneck Method. [Citation Graph (0, 0)][DBLP]
   DAGM-Symposium, 2002, pp:158-165 [Conf]
   
2. Hayit Greenspan, Jacob Goldberger, Arnaldo Mayer
   A Probabilistic Framework for Spatio-Temporal Video Representation & Indexing. [Citation Graph (0, 0)][DBLP]
   ECCV (4), 2002, pp:461-475 [Conf]
   
3. Jacob Goldberger
   Registration of Multiple Point Sets using the EM Algorithm. [Citation Graph (0, 0)][DBLP]
   ICCV, 1999, pp:730-736 [Conf]
   
4. Jacob Goldberger, Shiri Gordon, Hayit Greenspan
   An Efficient Image Similarity Measure Based on Approximations of KL-Divergence Between Two Gaussian Mixtures. [Citation Graph (0, 0)][DBLP]
   ICCV, 2003, pp:487-493 [Conf]
   
5. Shiri Gordon, Hayit Greenspan, Jacob Goldberger
   Applying the Information Bottleneck Principle to Unsupervised Clustering of Discrete and Continuous Image Representations. [Citation Graph (0, 0)][DBLP]
   ICCV, 2003, pp:370-377 [Conf]
   
6. Hayit Greenspan, Shiri Gordon, Jacob Goldberger
   Probabilistic Models for Generating, Modelling and Matching Image Categories. [Citation Graph (0, 0)][DBLP]
   ICPR (3), 2002, pp:970-973 [Conf]
   
7. Dennis Nilsson, Jacob Goldberger
   Sequentially finding the N-Best List in Hidden Markov Models. [Citation Graph (0, 0)][DBLP]
   IJCAI, 2001, pp:1280-1285 [Conf]
   
8. Amit Ruf, Hayit Greenspan, Jacob Goldberger
   Tissue Classification of Noisy MR Brain Images Using Constrained GMM. [Citation Graph (0, 0)][DBLP]
   MICCAI (2), 2005, pp:790-797 [Conf]
   
9. Jacob Goldberger, Sam T. Roweis
   Hierarchical Clustering of a Mixture Model. [Citation Graph (0, 0)][DBLP]
   NIPS, 2004, pp:- [Conf]
   
10. Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinton, Ruslan Salakhutdinov
    Neighbourhood Components Analysis. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
    
11. Jacob Goldberger
    Reconstructing camera projection matrices from multiple pairwise overlapping views. [Citation Graph (0, 0)][DBLP]
    Computer Vision and Image Understanding, 2005, v:97, n:3, pp:283-296 [Journal]
    
12. Hayit Greenspan, Jacob Goldberger, Lenny Ridel
    A Continuous Probabilistic Framework for Image Matching. [Citation Graph (0, 0)][DBLP]
    Computer Vision and Image Understanding, 2001, v:84, n:3, pp:384-406 [Journal]
    
13. Jacob Goldberger, Hayit Greenspan
    Context-Based Segmentation of Image Sequences. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2006, v:28, n:3, pp:463-468 [Journal]
    
14. Hayit Greenspan, Jacob Goldberger, Arnaldo Mayer
    Probabilistic Space-Time Video Modeling via Piecewise GMM. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2003, v:26, n:3, pp:384-396 [Journal]
    
15. Hayit Greenspan, Jacob Goldberger, Itay Eshet
    Mixture model for face-color modeling and segmentation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2001, v:22, n:14, pp:1525-1536 [Journal]
    
16. Jacob Goldberger, Shiri Gordon, Hayit Greenspan
    Unsupervised image-set clustering using an information theoretic framework. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2006, v:15, n:2, pp:449-458 [Journal]
    
17. Omer Rotem, Hayit Greenspan, Jacob Goldberger
    Combining Region and Edge Cues for Image Segmentation in a Probabilistic Gaussian Mixture Framework. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
    
18. Jacob Goldberger, Hayit Greenspan, Jeremie Dreyfuss
    An Optimal Reduced Representation of a MoG with Applicatios to Medical Image Database Classification. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
    
19. 
    Contextual Preferences. [Citation Graph (, )][DBLP]
    
    
20. 
    Unifying Unknown Nodes in the Internet Graph Using Semisupervised Spectral Clustering. [Citation Graph (, )][DBLP]
    
    
21. 
    Efficient Anonymizations with Enhanced Utility. [Citation Graph (, )][DBLP]
    
    
22. 
    Nonparametric Information Theoretic Clustering Algorithm. [Citation Graph (, )][DBLP]
    
    
23. 
    Lesion Detection in Noisy Mr Brain Images Using Constrained Gmm and Active Contours. [Citation Graph (, )][DBLP]
    
    
24. 
    X-Ray Image Categorization and Retrieval Using Patch-Based Visual Words Representation. [Citation Graph (, )][DBLP]
    
    
25. 
    Lesion Detection and Segmentation in Uterine Cervix Images Using an Arc-Level MRF. [Citation Graph (, )][DBLP]
    
    
26. 
    Chest x-ray characterization: from organ identification to pathology categorization. [Citation Graph (, )][DBLP]
    
    
27. 
    ICA based on a Smooth Estimation of the Differential Entropy. [Citation Graph (, )][DBLP]
    
    
28. 
    MIMO decoding based on stochastic reconstruction from multiple projections. [Citation Graph (, )][DBLP]
    
    
29. 
    MIMO decoding based on stochastic reconstruction from multiple projections [Citation Graph (, )][DBLP]
    
    
30. 
    MIMO Detection for High-Order QAM Based on a Gaussian Tree Approximation [Citation Graph (, )][DBLP]