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Publications of Author

1. Sanjiv Kumar, Martial Hebert
   Man-Made Structure Detection in Natural Images using a Causal Multiscale Random Field. [Citation Graph (0, 0)][DBLP]
   CVPR (1), 2003, pp:119-126 [Conf]
   
2. Carsten Rother, Sanjiv Kumar, Vladimir Kolmogorov, Andrew Blake
   Digital Tapestry. [Citation Graph (0, 0)][DBLP]
   CVPR (1), 2005, pp:589-596 [Conf]
   
3. Sanjiv Kumar, Jonas August, Martial Hebert
   Exploiting Inference for Approximate Parameter Learning in Discriminative Fields: An Empirical Study. [Citation Graph (0, 0)][DBLP]
   EMMCVPR, 2005, pp:153-168 [Conf]
   
4. Sanjiv Kumar, Martial Hebert
   Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification. [Citation Graph (0, 0)][DBLP]
   ICCV, 2003, pp:1150-1159 [Conf]
   
5. Sanjiv Kumar, Martial Hebert
   A Hierarchical Field Framework for Unified Context-Based Classification. [Citation Graph (0, 0)][DBLP]
   ICCV, 2005, pp:1284-1291 [Conf]
   
6. Sanjiv Kumar, Martial Hebert
   Discriminative Fields for Modeling Spatial Dependencies in Natural Images. [Citation Graph (0, 0)][DBLP]
   NIPS, 2003, pp:- [Conf]
   
7. Sanjiv Kumar, Irwan M. Kassim, Vijayan K. Asari
   Design of a vision-guided microrobotic colonoscopy system. [Citation Graph (0, 0)][DBLP]
   Advanced Robotics, 2000, v:14, n:2, pp:87-104 [Journal]
   
8. Sanjiv Kumar, Martial Hebert
   Discriminative Random Fields. [Citation Graph (0, 0)][DBLP]
   International Journal of Computer Vision, 2006, v:68, n:2, pp:179-201 [Journal]
   
9. Sanjiv Kumar, Alexander C. Loui, Martial Hebert
   An observation-constrained generative approach for probabilistic classification of image regions. [Citation Graph (0, 0)][DBLP]
   Image Vision Comput., 2003, v:21, n:1, pp:87-97 [Journal]
   
10. K. Vijayan Asari, Sanjiv Kumar, D. Radhakrishnan
    A New Approach for Nonlinear Distortion Correction in Endoscopic Images Based on Least Squares Estimation. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 1999, v:18, n:4, pp:345-354 [Journal]
    
11. 
    Large-scale manifold learning. [Citation Graph (, )][DBLP]
    
    
12. 
    Face tracking and recognition with visual constraints in real-world videos. [Citation Graph (, )][DBLP]
    
    
13. 
    A New Baseline for Image Annotation. [Citation Graph (, )][DBLP]
    
    
14. 
    Classification of Weakly-Labeled Data with Partial Equivalence Relations. [Citation Graph (, )][DBLP]
    
    
15. 
    On sampling-based approximate spectral decomposition. [Citation Graph (, )][DBLP]
    
    
16. 
    Sequential Projection Learning for Hashing with Compact Codes. [Citation Graph (, )][DBLP]