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Robert Fergus

Professor of Computer Science

    20012024

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    • 2008

      Small codes and large image databases for recognition

      Torralba, A., Fergus, R. & Weiss, Y., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587633. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • 2006

      Removing camera shake from a single photograph

      Fergus, R., Singh, B., Hertzmann, A., Roweis, S. T. & Freeman, W. T., 2006, ACM SIGGRAPH 2006 Papers, SIGGRAPH '06. p. 787-794 8 p. (ACM SIGGRAPH 2006 Papers, SIGGRAPH '06).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • 2005

      A sparse object category model for efficient learning and exhaustive recognition

      Fergus, R., Perona, P. & Zisserman, A., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 380-389 10 p. 1467293. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. I).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • Learning object categories from Google's image search

      Fergus, R., Fei-Fei, L., Perona, P. & Zisserman, A., 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. p. 1816-1823 8 p. 1544937. (Proceedings of the IEEE International Conference on Computer Vision; vol. II).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      Open Access
    • Sampling methods for unsupervised learning

      Fergus, R., Zisserman, A. & Perona, P., 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • 2003

      A Bayesian approach to unsupervised one-shot learning of object categories

      Fei-Fei, L., Fergus, R. & Perona, P., 2003, Proceedings of the IEEE International Conference on Computer Vision. Vol. 2. p. 1134-1141 8 p.

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • Object class recognition by unsupervised scale-invariant learning

      Fergus, R., Perona, P. & Zisserman, A., 2003, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Vol. 2.

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

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