RI | Research | Labs | PIA | Publications

Text only version of this site

Publications, People Image Analysis Consortium

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

• Hand Posture Estimation in Complex Backgrounds by Considering
  A. Imai, N. Shimada, and Y. Shirai
  Proc. of Asian Conf. on Computer Vision (ACCV) 2007, November, 2007, pp. 596 - 607.

• Temporal Segmentation of Facial Behavior
  F. De la Torre Frade, J. Campoy, Z. Ambadar, and J.F. Cohn
  International Conference on Computer Vision, October, 2007. [Abstract]
  Download: pdf [3061 KB] copyrighted

• Simultaneous registration and clustering for temporal segmentation of facial gestures from video
  F. De la Torre Frade, J. Campoy, J. Cohn, and T. Kanade
  2nd International Conference on Computer Vision Theory and Applications, March, 2007. [Abstract]

• Object Recognition by Observing Grasping Scene
  H. Kasahara and N. Shimada
  Proceedings the 13th Japan-Korea Joint Workshop on Frontiers of Computer Vision (FCV07), January, 2007, pp. 375 - 378.

• Automatic Clustering of Faces in Meetings
  C. Vallespi-Gonzalez, F. De la Torre Frade, M. Veloso, and T. Kanade
  ICIP 2006, October, 2006, pp. 1841-1844. [Abstract]
  Download: pdf [455 KB], ps.gz [4076 KB] copyrighted

• Evaluating Error Functions for Robust Active Appearance Models
  B. Theobald, I. Matthews, and S. Baker
  Proceedings of the International Conference on Automatic Face and Gesture Recognition, April, 2006, pp. 149 - 154. [Abstract]
  Download: pdf [229 KB] copyrighted

• On the Dimensionality of Deformable Face Models
  I. Matthews, J. Xiao, and S. Baker
  tech. report CMU-RI-TR-06-12, Robotics Institute, Carnegie Mellon University, March, 2006. [Abstract]
  Download: pdf [1489 KB] copyrighted

• Parameterizing Homographies
  S. Baker, A. Datta, and T. Kanade
  tech. report CMU-RI-TR-06-11, Robotics Institute, Carnegie Mellon University, March, 2006. [Abstract]
  Download: pdf [255 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

• Multi-View AAM Fitting and Camera Calibration
  S.C. Koterba, S. Baker, I. Matthews, C. Hu, J. Xiao, J. Cohn, and T. Kanade
  Proc. International Conference on Computer Vision, Vol. 1, October, 2005, pp. 511 - 518. [Abstract]
  Download: pdf [2053 KB] copyrighted

• Multimodal Oriented Discriminant Analysis
  F. De la Torre Frade and T. Kanade
  International Conference on Machine Learning (ICML)., August, 2005. [Abstract]
  Download: pdf [401 KB] copyrighted

• Multiple Face Recognition from Omnidirectional Video
  F. De la Torre Frade, C. Vallespi-Gonzalez, P. Rybski, M. Veloso, and T. Kanade
  IEEE Workshop on Learning in Computer Vision and Pattern Recognition, June, 2005. [Abstract]
  Download: pdf [869 KB] copyrighted

• Learning to Track Multiple People in Omnidirectional Video
  F. De la Torre Frade, C. Vallespi-Gonzalez, P. Rybski, M. Veloso, and T. Kanade
  Proceedings of the 2005 IEEE International Conference on Robotics and Automation (ICRA-2005), April, 2005, pp. 4150 - 4155. [Abstract]
  Download: pdf [1938 KB], ps.gz [4550 KB] copyrighted

• Multimodal Oriented Discriminant Analysis
  F. De la Torre Frade and T. Kanade
  tech. report CMU-RI-TR-05-03, Robotics Institute, Carnegie Mellon University, January, 2005. [Abstract]
  Download: pdf [196 KB] copyrighted

• Omnidirectional Video Capturing, Multiple People Tracking and Identification for Meeting Monitoring.
  F. De la Torre Frade, C. Vallespi-Gonzalez, P. Rybski, M. Veloso, and T. Kanade
  tech. report CMU-RI-TR-05-04, Robotics Institute, Carnegie Mellon University, January, 2005. [Abstract]
  Download: pdf [1479 KB] copyrighted

• Active Appearance Models Revisited
  I. Matthews and S. Baker
  International Journal of Computer Vision, Vol. 60, No. 2, November, 2004, pp. 135 - 164. [Abstract]
  Download: pdf [759 KB] copyrighted

• Lucas-Kanade 20 Years On: Part 5
  S. Baker, R. Patil, K.M. Cheung, and I. Matthews
  tech. report CMU-RI-TR-04-64, Robotics Institute, Carnegie Mellon University, November, 2004. [Abstract]
  Download: pdf [83 KB] copyrighted

• People Detection and Tracking in High Resolution Panoramic Video Mosaic
  R. Patil, P.E. Rybski, T. Kanade, and M.M. Veloso
  Proceedings of 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2004), Vol. 1, October, 2004, pp. 1323-1328. [Abstract]
  Download: pdf [732 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

• Fitting a Single Active Appearance Model Simultaneously to Multiple Images
  C. Hu, J. Xiao, I. Matthews, S. Baker, J. Cohn, and T. Kanade
  Proceedings of the British Machine Vision Conference, September, 2004. [Abstract]
  Download: pdf [2885 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

• Non-Rigid Shape and Motion Recovery: Degenerate Deformations
  J. Xiao and T. Kanade
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Vol. 1, June, 2004, pp. 668 - 675. [Abstract]
  Download: pdf [511 KB] copyrighted

• Real-Time Combined 2D+3D Active Appearance Models
  J. Xiao, S. Baker, I. Matthews, and T. Kanade
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Vol. 2, June, 2004, pp. 535 - 542. [Abstract]
  Download: pdf [5306 KB] copyrighted

• CAMEO: Camera Assisted Meeting Event Observer
  P. Rybski, F. De la Torre Frade, R. Patil, C. Vallespi-Gonzalez, M. Veloso, and B. Browning
  Proceedings of the 2004 IEEE International Conference on Robotics and Automation (ICRA-2004), Vol. 2, May, 2004, pp. 1634-1639.
  Download: pdf [425 KB] copyrighted

• Lucas-Kanade 20 Years On: A Unifying Framework
  S. Baker and I. Matthews
  International Journal of Computer Vision, Vol. 56, No. 3, March, 2004, pp. 221 - 255. [Abstract]
  Download: pdf [462 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

• CAMEO: The Camera Assisted Meeting Event Observer
  P. Rybski, F. De la Torre Frade, R. Patil, C. Vallespi-Gonzalez, M. Veloso, and B. Browning
  tech. report CMU-RI-TR-04-07, Robotics Institute, Carnegie Mellon University, January, 2004. [Abstract]
  Download: pdf [589 KB] copyrighted

• 3-D Hand Posture Recognition by Training Contour Variation
  A. Imai, N. Shimada, and Y. Shirai
  Proc. of 6th Int. Conf. on Automatic Face and Gesture Recognition, 2004, pp. 895 - 900.

• Hand Shape Estimation under Complex Backgrounds for Sign Language Recognition
  Y. Hamada, N. Shimada, and Y. Shirai
  Proc. of 6th Int. Conf. on Automatic Face and Gesture Recognition, 2004, pp. 589 - 594.

• The CMU Pose, Illumination, and Expression Database
  T. Sim, S. Baker, and M. Bsat
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 12, December, 2003, pp. 1615 - 1618. [Abstract]
  Download: pdf [369 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

• Multi-Subregion Based Probabilistic Approach Toward Pose-Invariant Face Recognition
  T. Kanade and A. Yamada
  Proceedings of 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA), July, 2003, pp. 954 - 959. [Abstract]
  Download: pdf [352 KB] copyrighted

• Active Appearance Models Revisited
  I. Matthews and S. Baker
  tech. report CMU-RI-TR-03-02, Robotics Institute, Carnegie Mellon University, April, 2003. [Abstract]
  Download: pdf [444 KB] copyrighted

• 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

• Lucas-Kanade 20 Years On: A Unifying Framework: Part 1
  S. Baker and I. Matthews
  tech. report CMU-RI-TR-02-16, Robotics Institute, Carnegie Mellon University, July, 2002. [Abstract]
  Download: pdf [521 KB], ps.gz [436 KB] copyrighted

• The CMU Pose, Illumination, and Expression (PIE) Database
  T. Sim, S. Baker, and M. Bsat
  Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, May, 2002. [Abstract]
  Download: pdf [685 KB], ps.gz [2661 KB] copyrighted

• A method for monitoring activities of multiple objects by using stochastic model
  N. Enomoto and T. Kanade
  Vol. 84-D, No. 12, December, 2001, pp. 1705 - 1712.
  Download: pdf [998 KB] copyrighted

• Equivalence and Efficiency of Image Alignment Algorithms
  S. Baker and I. Matthews
  Proceedings of the 2001 IEEE Conference on Computer Vision and Pattern Recognition, Vol. 1, December, 2001, pp. 1090 - 1097. [Abstract]
  Download: pdf [165 KB], ps.gz [619 KB] copyrighted

• A Comparative Study of Alternative FACS Coding Algorithms
  J. Cohn, T. Kanade, T. Moriyama, Z. Ambadar, J. Xiao, J. Gao, and H. Imamura
  tech. report CMU-RI-TR-02-06, Robotics Institute, Carnegie Mellon University, November, 2001.
  Download: pdf [308 KB] copyrighted

• Algorithms for cooperative multisensor surveillance
  R. Collins, A. Lipton, H. Fujiyoshi, and T. Kanade
  Proceedings of the IEEE, Vol. 89, No. 10, October, 2001, pp. 1456 - 1477. [Abstract]
  Download: pdf [624 KB] copyrighted

• Aligning Images Incrementally Backwards
  S. Baker, F. Dellaert, and I. Matthews
  tech. report CMU-RI-TR-01-03, Robotics Institute, Carnegie Mellon University, February, 2001.
  Download: pdf [244 KB] copyrighted

• The CMU Pose, Illumination, and Expression (PIE) Database of Human Faces
  T. Sim, S. Baker, and M. Bsat
  tech. report CMU-RI-TR-01-02, Robotics Institute, Carnegie Mellon University, January, 2001. [Abstract]
  Download: pdf [26189 KB], ps.gz [30102 KB] copyrighted

• Real-time 3-D Hand Posture Estimation based on 2-D Appearance Retrieval Using Monocular Camera
  N. Shimada, K. Kimura, and Y. Shirai
  Proc. Int. WS. on RATFG-RTS (satellite WS of ICCV2001), 2001, pp. 23 - 30.

• A Statistical Model for 3D Object Detection Applied to Faces and Cars
  H. Schneiderman and T. Kanade
  IEEE Conference on Computer Vision and Pattern Recognition, IEEE, June, 2000. [Abstract]
  Download: pdf [474 KB], ps.gz [1662 KB] copyrighted

• A System for Video Surveillance and Monitoring
  R. Collins, A. Lipton, T. Kanade, H. Fujiyoshi, D. Duggins, Y. Tsin, D. Tolliver, N. Enomoto, and O. Hasegawa
  tech. report CMU-RI-TR-00-12, Robotics Institute, Carnegie Mellon University, May, 2000. [Abstract]
  Download: pdf [3066 KB], ps.gz [8876 KB] copyrighted

• Virtual Postman - Real-Time Interactive Virtual Video
  A. Lipton
  IASTED CGIM '99, October, 1999. [Abstract]
  Download: pdf [812 KB], ps.gz [1507 KB] copyrighted

• Fast Image-Based Tracking by Selective Pixel Integration
  F. Dellaert and R. Collins
  ICCV 99 Workshop on Frame-Rate Vision, September, 1999. [Abstract]
  Download: pdf [867 KB] copyrighted

• Local Application of Optic Flow to Analyse Rigid versus Non-Rigid Motion
  A. Lipton
  ICCV Workshop on Frame-Rate Vision, September, 1999. [Abstract]
  Download: pdf [402 KB], ps.gz [423 KB] copyrighted

• Application of neural networks for stereo-camera calibration
  Y. Do
  1999 International Joint Conference on Neural Networks (IJCNN '99), July, 1999.
  Download: pdf [114 KB] copyrighted

• Calibration of an Outdoor Active Camera System
  R. Collins and Y. Tsin
  IEEE Computer Vision and Pattern Recognition (CVPR '99), June, 1999, pp. 528 - 534. [Abstract]
  Download: pdf [277 KB], ps.gz [665 KB] copyrighted

• A System for Video Surveillance and Monitoring
  R. Collins, A. Lipton, and T. Kanade
  Proceedings of the American Nuclear Society (ANS) Eighth International Topical Meeting on Robotics and Remote Systems, April, 1999.
  Download: pdf [423 KB], ps.gz [692 KB] copyrighted

• Advances in Cooperative Multi-Sensor Video Surveillance
  T. Kanade, R. Collins, A. Lipton, P. Burt, and L. Wixson
  Darpa Image Understanding Workshop, Morgan Kaufmann, November, 1998, pp. 3-24. [Abstract]
  Download: pdf [2702 KB], ps.gz [4842 KB] copyrighted

• Moving Target Classification and Tracking from Real-time Video
  A. Lipton, H. Fujiyoshi, and R. Patil
  Proc. of the 1998 DARPA Image Understanding Workshop (IUW'98), November, 1998. [Abstract]
  Download: pdf [1851 KB], ps.gz [3213 KB] copyrighted

• Moving target classification and tracking from real-time video
  A. Lipton, H. Fujiyoshi, and R. Patil
  Proc. of the Workshop on Application of Computer Vision, IEEE, October, 1998, pp. 8 - 14. [Abstract]
  Download: pdf [1811 KB], ps.gz [3204 KB] copyrighted

• Real-time Human Motion Analysis by Image Skeletonization
  H. Fujiyoshi and A. Lipton
  Proc. of the Workshop on Application of Computer Vision, October, 1998. [Abstract]
  Download: pdf [239 KB], ps.gz [298 KB] copyrighted

• Cooperative Multi-Sensor Video Surveillance
  T. Kanade, R. Collins, A. Lipton, P. Anandan, P. Burt, and L. Wixson
  Proceedings of the 1997 DARPA Image Understanding Workshop, May, 1997, pp. 3-10.
  Download: pdf [271 KB], ps.gz [183 KB] copyrighted

• An Iterative Image Registration Technique with an Application to Stereo Vision (DARPA)
  B.D. Lucas and T. Kanade
  Proceedings of the 1981 DARPA Image Understanding Workshop, April, 1981, pp. 121-130. [Abstract]
  Download: pdf [3369 KB], ps.gz [6985 KB] copyrighted

• An Iterative Image Registration Technique with an Application to Stereo Vision (IJCAI)
  B.D. Lucas and T. Kanade
  Proceedings of the 7th International Joint Conference on Artificial Intelligence (IJCAI '81), April, 1981, pp. 674-679. [Abstract]
  Download: pdf [2139 KB], ps.gz [4284 KB] copyrighted