Image Enhancement for Faces - Robotics Institute Carnegie Mellon University
Graphical depiction of the Image Enhancement for Faces project
Image Enhancement for Faces

We have been developing a variety of techniques to enhance images of faces. Please see the sub-projects below for more details.

Face Hallucination

Super-Resolution Optical Flow

Displaying 11 Publications

2007
The Asymmetry of Image Registration and its Application to Face Tracking
Goksel Dedeoglu, Takeo Kanade, and Simon Baker
Journal Article, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 5, pp. 807 - 823, May, 2007
2006
Resolution-Aware Fitting of Active Appearance Models to Low-Resolution Images
Goksel Dedeoglu, Simon Baker, and Takeo Kanade
Conference Paper, Proceedings of (ECCV) European Conference on Computer Vision, pp. 83 - 97, May, 2006
The Asymmetry of Image Registration and its Application to Face Tracking
Goksel Dedeoglu, Takeo Kanade, and Simon Baker
Tech. Report, CMU-RI-TR-06-06, Robotics Institute, Carnegie Mellon University, February, 2006
2004
High-Zoom Video Hallucination by Exploiting Spatio-Temporal Regularities
Goksel Dedeoglu, Takeo Kanade, and Jonas August
Conference Paper, Proceedings of (CVPR) Computer Vision and Pattern Recognition, pp. 151 - 158, June, 2004
2002
Limits on Super-Resolution and How to Break Them
Simon Baker and Takeo Kanade
Journal Article, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 9, pp. 1167 - 1183, September, 2002
2001
Super-Resolution: Limits and Beyond
Simon Baker and Takeo Kanade
Book Section/Chapter, Super-Resolution Imaging, pp. 243 - 276, September, 2001
Super-Resolution: Reconstruction or Recognition?
Simon Baker and Takeo Kanade
Workshop Paper, IEEE EURASIP '01 Workshop on Nonlinear Signal and Image Processing (NSIP '01), June, 2001
2000
Limits on Super-Resolution and How to Break Them
Simon Baker and Takeo Kanade
Conference Paper, Proceedings of (CVPR) Computer Vision and Pattern Recognition, Vol. 2, pp. 372 - 379, June, 2000
Hallucinating Faces
Simon Baker and Takeo Kanade
Conference Paper, Proceedings of 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG '00), pp. 83 - 88, March, 2000
1999
Super Resolution Optical Flow
Simon Baker and Takeo Kanade
Tech. Report, CMU-RI-TR-99-36, Robotics Institute, Carnegie Mellon University, October, 1999

current staff

Portrait of Goksel Dedeoglu
Goksel Dedeoglu
Portrait of Takeo Kanade
Takeo Kanade

past head

  • Simon Baker

past staff

  • Jonas August

past contact

  • Simon Baker