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The Robotics Institute

Carnegie Mellon Robotics Institute

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Image Enhancement for Faces
Head: Simon Baker
Contact: Simon Baker
Mailing address:
Carnegie Mellon University
Robotics Institute
5000 Forbes Avenue
Pittsburgh, PA 15213
Associated center(s) / consortia:
 Vision and Autonomous Systems Center (VASC)
Associated lab(s) / group(s):
 Face Group
Publications
  • Super-Resolution: Reconstruction or Recognition?

    Simon Baker and Takeo Kanade
    IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, June, 2001.
    Details | pdf (229KB) | Copyrighted

  • Super-Resolution: Limits and Beyond

    Simon Baker and Takeo Kanade
    Super-Resolution Imaging, S. Chaudhuri, ed., Kluwer Academic Press, 2001
    Details | pdf (784KB) | Copyrighted

  • Super Resolution Optical Flow

    Simon Baker and Takeo Kanade
    tech. report CMU-RI-TR-99-36, Robotics Institute, Carnegie Mellon University, October, 1999
    Details | pdf (282KB) | Copyrighted

  • Limits on Super-Resolution and How to Break Them

    Simon Baker and Takeo Kanade
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 9, September, 2002, pp. 1167 - 1183.
    Details | pdf (998KB) | Copyrighted

  • Limits on Super-Resolution and How to Break Them

    Simon Baker and Takeo Kanade
    Proceedings of the 2000 IEEE Conference on Computer Vision and Pattern Recognition, June, 2000.
    Details | pdf (328KB) | Copyrighted

  • High-Zoom Video Hallucination by Exploiting Spatio-Temporal Regularities

    Goksel Dedeoglu, Takeo Kanade, and Jonas August
    Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '04), June, 2004, pp. 151 - 158.
    Details | pdf (503KB) | Copyrighted

  • Hallucinating Faces

    Simon Baker and Takeo Kanade
    tech. report CMU-RI-TR-99-32, Robotics Institute, Carnegie Mellon University, September, 1999
    Details | pdf (2MB) | Copyrighted

  • Hallucinating Faces

    Simon Baker and Takeo Kanade
    Fourth International Conference on Automatic Face and Gesture Recognition, March, 2000.
    Details | pdf (270KB) | Copyrighted

  • Exploiting Space-Time Statistics of Videos for Face "Hallucination"

    Goksel Dedeoglu
    doctoral dissertation, tech. report CMU-RI-TR-07-05, Robotics Institute, Carnegie Mellon University, April, 2007
    Details | pdf (13MB) | Copyrighted

  • The Asymmetry of Image Registration and its Application to Face Tracking

    Goksel Dedeoglu, Takeo Kanade, and Simon Baker
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 5, May, 2007, pp. 807-823.
    Details | pdf (4MB) | Copyrighted

  • Resolution-Aware Fitting of Active Appearance Models to Low-Resolution Images

    Goksel Dedeoglu, Simon Baker, and Takeo Kanade
    Proceedings of the 9th European Conference on Computer Vision, ECCV 2006, May, 2006, pp. 83 - 97.
    Details | pdf (2MB) | Copyrighted

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