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Publications, Ralph Gross

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

• Semi-Supervised Learning of Multi-Factor Models for Face De-Identification
  R. Gross, L. Sweeney, F. De la Torre Frade, and S. Baker
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. [Abstract]

• Model-Based Face De-Identification
  R. Gross, L. Sweeney, F. De la Torre Frade, and S. Baker
  2006 Conference on Computer Vision and Pattern Recognition Workshop, June, 2006, pp. 161 - 168. [Abstract]
  Download: pdf [485 KB] copyrighted

• Active Appearance Models with Occlusion
  R. Gross, I. Matthews, and S. Baker
  Image and Vision Computing, Vol. 24, No. 6, 2006, pp. 593-604. [Abstract]
  Download: pdf [3404 KB] copyrighted

• Generic vs. person specific active appearance models
  R. Gross, I. Matthews, and S. Baker
  Image and Vision Computing, Vol. 23, No. 11, November, 2005, pp. 1080-1093. [Abstract]
  Download: pdf [2086 KB] copyrighted

• Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class
  F. De la Torre Frade, R. Gross, S. Baker, and V. Kumar
  Computer Vision and Pattern Recognition, Vol. 2, June, 2005, pp. 266 - 273. [Abstract]
  Download: pdf [559 KB] copyrighted

• Face Databases
  R. Gross
  Handbook of Face Recognition, S.Li, A.Jain, ed., Springer, New York, February, 2005. [Abstract]
  Download: pdf [7138 KB] copyrighted

• Real-Time Non-Rigid Driver Head Tracking for Driver Mental State Estimation
  S. Baker, I. Matthews, J. Xiao, R. Gross, T. Kanade, and T. Ishikawa
  11th World Congress on Intelligent Transportation Systems, October, 2004. [Abstract]
  Download: pdf [1062 KB] copyrighted

• Generic vs. Person Specific Active Appearance Models
  R. Gross, I. Matthews, and S. Baker
  British Machine Vision Conference, September, 2004. [Abstract]
  Download: pdf [859 KB] copyrighted

• Constructing and Fitting Active Appearance Models With Occlusion
  R. Gross, I. Matthews, and S. Baker
  Proceedings of the IEEE Workshop on Face Processing in Video, June, 2004. [Abstract]
  Download: pdf [1008 KB] copyrighted

• Face Recognition Across Pose and Illumination
  R. Gross, S. Baker, I. Matthews, and T. Kanade
  Handbook of Face Recognition, Stan Z. Li and Anil K. Jain, ed., Springer-Verlag, June, 2004. [Abstract]
  Download: pdf [617 KB] copyrighted

• Appearance-Based Face Recognition and Light-Fields
  R. Gross, I. Matthews, and S. Baker
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 4, April, 2004, pp. 449 - 465. [Abstract]
  Download: pdf [775 KB] copyrighted

• Lucas-Kanade 20 Years On: A Unifying Framework: Part 4
  S. Baker, R. Gross, and I. Matthews
  tech. report CMU-RI-TR-04-14, Robotics Institute, Carnegie Mellon University, February, 2004. [Abstract]
  Download: pdf [225 KB] copyrighted

• Real-Time Non-Rigid Driver Head Tracking for Driver Mental State Estimation
  S. Baker, I. Matthews, J. Xiao, R. Gross, T. Ishikawa, and T. Kanade
  tech. report CMU-RI-TR-04-10, Robotics Institute, Carnegie Mellon University, February, 2004. [Abstract]
  Download: pdf [1065 KB] copyrighted

• Lucas-Kanade 20 Years On: A Unifying Framework: Part 3
  S. Baker, R. Gross, and I. Matthews
  tech. report CMU-RI-TR-03-35, Robotics Institute, Carnegie Mellon University, November, 2003. [Abstract]
  Download: pdf [580 KB] copyrighted

• An Image Preprocessing Algorithm for Illumination Invariant Face Recognition
  R. Gross and V. Brajovic
  4th International Conference on Audio- and Video-Based Biometric Person Authentication (AVBPA), Springer, June, 2003. [Abstract]

• Lucas-Kanade 20 Years On: A Unifying Framework: Part 2
  S. Baker, R. Gross, I. Matthews, and T. Ishikawa
  tech. report CMU-RI-TR-03-01, Robotics Institute, Carnegie Mellon University, February, 2003. [Abstract]
  Download: pdf [467 KB] copyrighted

• Person identification using multi-modal features: Speech, lip, and face
  N. Fox, R. Gross, P. de Chazal, J. Cohn, and R. Reilly
  ACM Multimedia Workshop in Biometrics Methods and Applications (WBMA 2003), 2003, pp. 25 - 32. [Abstract]
  Download: pdf [114 KB] copyrighted

• Concurrent Object Segmentation and Recognition with Graph Partitioning
  S. Yu, R. Gross, and J. Shi
  Proceedings of Neural Information Processing Systems (NIPS '02), November, 2002. [Abstract]
  Download: pdf [680 KB] copyrighted

• Individual differences in facial expression: Stability over time, relation to self-reported emotion, and ability to inform person identification
  J. Cohn, K. Schmidt, R. Gross, and P. Ekman
  Proceedings of the International Conference on Multimodal User Interfaces, October, 2002. [Abstract]
  Download: pdf [86 KB] copyrighted

• Silhouette-based Human Identification from Body Shape and Gait
  R. Collins, R. Gross, and J. Shi
  Intl' Conference on Face and Gesture, October, 2002, pp. 351-356. [Abstract]
  Download: pdf [287 KB], ps.gz [432 KB] copyrighted

• Appearance-based 3-D Face Recognition from Video
  V. Krueger, R. Gross, and S. Baker
  Proceedings of the German Symposium on Pattern Recognition (DAGM), September, 2002.
  Download: pdf [1095 KB] copyrighted

• Fisher Light-Fields for Face Recognition Across Pose and Illumination
  R. Gross, I. Matthews, and S. Baker
  Proceedings of the German Symposium on Pattern Recognition (DAGM), September, 2002. [Abstract]
  Download: pdf [258 KB], ps.gz [3085 KB] copyrighted

• Appearance Based Face Recognition and Light-Fields
  R. Gross, I. Matthews, and S. Baker
  tech. report CMU-RI-TR-02-20, Robotics Institute, Carnegie Mellon University, August, 2002. [Abstract]
  Download: pdf [5701 KB] copyrighted

• Eigen Light-Fields and Face Recognition Across Pose
  R. Gross, I. Matthews, and S. Baker
  Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, May, 2002, pp. 1 - 7. [Abstract]
  Download: pdf [690 KB], ps.gz [3335 KB] copyrighted

• Quo Vadis Face Recognition?
  R. Gross, J. Shi, and J. Cohn
  Third Workshop on Empirical Evaluation Methods in Computer Vision, December, 2001. [Abstract]
  Download: pdf [534 KB], ps.gz [5411 KB] copyrighted

• Quo vadis Face Recognition?
  R. Gross, J. Shi, and J. Cohn
  tech. report CMU-RI-TR-01-17, Robotics Institute, Carnegie Mellon University, June, 2001. [Abstract]
  Download: pdf [2576 KB], ps.gz [8048 KB] copyrighted

• The CMU Motion of Body (MoBo) Database
  R. Gross and J. Shi
  tech. report CMU-RI-TR-01-18, Robotics Institute, Carnegie Mellon University, June, 2001. [Abstract]
  Download: pdf [1851 KB], ps.gz [2668 KB] copyrighted

• Growing Gaussian mixture models for pose invariant face recognition
  R. Gross, J. Yang, and A. Waibel
  Proceedings of the15th International Conference on Pattern Recognition (ICPR 2000), Vol. 1, September, 2000, pp. 1088 - 1091. [Abstract]
  Download: pdf [344 KB] copyrighted

• Towards a multimodal meeting record
  R. Gross, M. Bett, H. Yu, X. Zhu, Y. Pan, J. Yang, and A. Waibel
  Proceedings of the 2000 IEEE International Conference on Multimedia and Expo (ICME 2000), Vol. 3, July, 2000, pp. 1593 - 1596. [Abstract]
  Download: pdf [445 KB] copyrighted

• Multimodal Meeting Tracker
  M. Bett, R. Gross, H. Yu, X. Zhu, Y. Pan, J. Yang, and A. Waibel
  Proceedings of RIAO2000, April, 2000.

• Face recognition in a meeting room
  R. Gross, J. Yang, and A. Waibel
  Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition, March, 2000, pp. 294 - 299. [Abstract]
  Download: pdf [183 KB] copyrighted