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Goksel Dedeoglu
PhD Student

No longer a member of RI.

For more information, see my personal homepage.

Jump to: Labs & Groups | Projects | Publications

• Biomedical Image Analysis - We are an interdisciplinary team interested in develping algorithms for biomedical image analysis under an image feature-based machine learning framework.
• Face Group - Robust detection, recognition, and tracking of human faces with automated analysis of expressions

• AAM Fitting Algorithms - Many varieties of algorithms for fitting Cootes and Taylor's "Active Appearance Models" are developed.
• Face Video Hallucination - A learning-based approach to super-resolve human face videos.
• Image Enhancement for Faces - Video enhancement techniques, specifically tailored for human faces.
• Non-Invasive Optical Imaging in vivo for Early Detection and Advanced Diagnosis of Cancer

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• The Asymmetry of Image Registration and its Application to Face Tracking
  G. Dedeoglu, T. Kanade, and S. Baker
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 5, May, 2007, pp. 807-823. [Abstract]
  Download: pdf [4117 KB] copyrighted

• Exploiting Space-Time Statistics of Videos for Face “Hallucination”
  G. Dedeoglu
  doctoral dissertation, tech. report CMU-RI-TR-07-05, Robotics Institute, Carnegie Mellon University, April, 2007. [Abstract]
  Download: pdf [12988 KB] copyrighted

• Resolution-Aware Fitting of Active Appearance Models to Low-Resolution Images
  G. Dedeoglu, S. Baker, and T. Kanade
  Proceedings of the 9th European Conference on Computer Vision, ECCV 2006, Springer-Verlag, Vol. II, No. 3952, May, 2006, pp. 83 - 97. [Abstract]
  Download: pdf [1908 KB] copyrighted

• The Asymmetry of Image Registration and its Application to Face Tracking
  G. Dedeoglu, T. Kanade, and S. Baker
  tech. report CMU-RI-TR-06-06, Robotics Institute, Carnegie Mellon University, February, 2006. [Abstract]
  Download: pdf [2017 KB] copyrighted

• On the Source of Asymmetry in Image Registration Problems
  G. Dedeoglu and T. Kanade
  tech. report CMU-RI-TR-05-17, Robotics Institute, Carnegie Mellon University, May, 2005. [Abstract]
  Download: pdf [677 KB] copyrighted

• High-Zoom Video Hallucination by Exploiting Spatio-Temporal Regularities
  G. Dedeoglu, T. Kanade, and J. August
  Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '04), Vol. 2, June, 2004, pp. 151 - 158. [Abstract]
  Download: pdf [503 KB] copyrighted