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Sanjiv Kumar: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

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]

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