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Publications of Author

1. Zoran Zivkovic, Jakob J. Verbeek
   Transformation invariant component analysis for binary images. [Citation Graph (0, 0)][DBLP]
   CVPR (1), 2006, pp:254-259 [Conf]
   
2. Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
   Fast nonlinear dimensionality reduction with topology representing networks. [Citation Graph (0, 0)][DBLP]
   ESANN, 2002, pp:193-198 [Conf]
   
3. Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
   Self-Organization by Optimizing Free-Energy. [Citation Graph (0, 0)][DBLP]
   ESANN, 2003, pp:125-130 [Conf]
   
4. Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
   A Soft k-Segments Algorithm for Principal Curves. [Citation Graph (0, 0)][DBLP]
   ICANN, 2001, pp:450-456 [Conf]
   
5. Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
   Coordinating Principal Component Analyzers. [Citation Graph (0, 0)][DBLP]
   ICANN, 2002, pp:914-919 [Conf]
   
6. Jakob J. Verbeek, Sam T. Roweis, Nikos A. Vlassis
   Non-linear CCA and PCA by Alignment of Local Models. [Citation Graph (0, 0)][DBLP]
   NIPS, 2003, pp:- [Conf]
   
7. Josep M. Porta, Jakob J. Verbeek, Ben J. A. Kröse
   Active Appearance-Based Robot Localization Using Stereo Vision. [Citation Graph (0, 0)][DBLP]
   Auton. Robots, 2005, v:18, n:1, pp:59-80 [Journal]
   
8. Jakob J. Verbeek, Jan Nunnink, Nikos A. Vlassis
   Accelerated EM-based clustering of large data sets. [Citation Graph (0, 0)][DBLP]
   Data Min. Knowl. Discov., 2006, v:13, n:3, pp:291-307 [Journal]
   
9. Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
   Self-organizing mixture models. [Citation Graph (0, 0)][DBLP]
   Neurocomputing, 2005, v:63, n:, pp:99-123 [Journal]
   
10. Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
    Efficient Greedy Learning of Gaussian Mixture Models. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2003, v:15, n:2, pp:469-485 [Journal]
    
11. Jakob J. Verbeek
    Learning Nonlinear Image Manifolds by Global Alignment of Local Linear Models. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2006, v:28, n:8, pp:1236-1250 [Journal]
    
12. Aristidis Likas, Nikos A. Vlassis, Jakob J. Verbeek
    The global k-means clustering algorithm. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2003, v:36, n:2, pp:451-461 [Journal]
    
13. Jakob J. Verbeek, Nikos A. Vlassis
    Gaussian fields for semi-supervised regression and correspondence learning. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:10, pp:1864-1875 [Journal]
    
14. Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
    A k-segments algorithm for finding principal curves. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2002, v:23, n:8, pp:1009-1017 [Journal]
    
15. Joost van de Weijer, Cordelia Schmid, Jakob J. Verbeek
    Learning Color Names from Real-World Images. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
    
16. Jakob J. Verbeek, Bill Triggs
    Region Classification with Markov Field Aspect Models. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
    
17. 
    LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010. [Citation Graph (, )][DBLP]
    
    
18. 
    Automatic face naming with caption-based supervision. [Citation Graph (, )][DBLP]
    
    
19. 
    EP for Efficient Stochastic Control with Obstacles. [Citation Graph (, )][DBLP]
    
    
20. 
    Improving People Search Using Query Expansions. [Citation Graph (, )][DBLP]
    
    
21. 
    Using High-Level Visual Information for Color Constancy. [Citation Graph (, )][DBLP]
    
    
22. 
    Image annotation with tagprop on the MIRFLICKR set. [Citation Graph (, )][DBLP]
    
    
23. 
    Scene Segmentation with CRFs Learned from Partially Labeled Images. [Citation Graph (, )][DBLP]
    
    
24. 
    Semi-Supervised Dimensionality Reduction Using Pairwise Equivalence Constraints. [Citation Graph (, )][DBLP]