/Iain Matthews

Iain Matthews

Portrait of Iain Matthews
Adjunct Faculty
Email: iainm@andrew.cmu.edu
Personal Homepage
Mailing Address

I am Adjunct Faculty in RI and a Senior Research Scientist at Disney Research Pittsburgh where I lead the computer vision group. More details of my current work can be found here.

Displaying 40 Publications
3D Reconstruction of a Moving Point from a Series of 2D Projections
Hyun Soo Park, Takaaki Shiratori, Iain Matthews and Yaser Ajmal Sheikh

Conference Paper, European Conference on Computer Vision, September, 2010
Multi-view AAM fitting and construction
Krishnan Ramnath, Seth C. Koterba, J. Xiao, C. Hu, Iain Matthews, Simon Baker, Jeffrey Cohn and Takeo Kanade

Journal Article, International Journal of Computer Vision, January, 2007
Real-time expression cloning using active appearance models
B. Theobald, Iain Matthews, Jeffrey Cohn and S. Boker

Conference Paper, Proceedings of the ACM International Conference on Multimodal Interfaces (ICMI'07), pp. 134 - 139, January, 2007
Face Refinement through a Gradient Descent Alignment Approach
Simon Lucey and Iain Matthews

Conference Paper, HCSNet Workshop on the Use of Vision in HCI (VisHCI), November, 2006
Evaluating Error Functions for Robust Active Appearance Models
Barry-John Theobald, Iain Matthews and Simon Baker

Conference Paper, Proceedings of the International Conference on Automatic Face and Gesture Recognition, pp. 149 - 154, April, 2006
On the Dimensionality of Deformable Face Models
Iain Matthews, Jing Xiao and Simon Baker

Tech. Report, CMU-RI-TR-06-12, Robotics Institute, Carnegie Mellon University, March, 2006
AAM derived face representations for robust facial action recognition
Simon Lucey, Iain Matthews, Changbo Hu, Zara Ambadar, Fernando De la Torre Frade and Jeffrey Cohn

Conference Paper, Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FG'06), pp. 155 - 160, January, 2006
Active Appearance Models with Occlusion
Ralph Gross, Iain Matthews and Simon Baker

Journal Article, Image and Vision Computing, Vol. 24, No. 6, pp. 593-604, January, 2006
Generic vs. person specific active appearance models
Ralph Gross, Iain Matthews and Simon Baker

Journal Article, Carnegie Mellon University, Image and Vision Computing, Vol. 23, No. 11, pp. 1080-1093, November, 2005
Multi-View AAM Fitting and Camera Calibration
Seth C. Koterba, Simon Baker, Iain Matthews, Changbo Hu, Jing Xiao, Jeffrey Cohn and Takeo Kanade

Conference Paper, Proc. International Conference on Computer Vision, Vol. 1, pp. 511 - 518, October, 2005
Active Appearance Models Revisited
Iain Matthews and Simon Baker

Journal Article, Carnegie Mellon University, International Journal of Computer Vision, Vol. 60, No. 2, pp. 135 - 164, November, 2004
Lucas-Kanade 20 Years On: Part 5
Simon Baker, Raju Patil, Kong Man Cheung and Iain Matthews

Tech. Report, CMU-RI-TR-04-64, Robotics Institute, Carnegie Mellon University, November, 2004
Automatic Construction of Active Appearance Models as an Image Coding Problem
Simon Baker, Iain Matthews and Jeff Schneider

Journal Article, Carnegie Mellon University, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 10, pp. 1380 - 1384, October, 2004
Passive Driver Gaze Tracking with Active Appearance Models
Takahiro Ishikawa, Simon Baker, Iain Matthews and Takeo Kanade

Conference Paper, Proceedings of the 11th World Congress on Intelligent Transportation Systems, October, 2004
Real-Time Non-Rigid Driver Head Tracking for Driver Mental State Estimation
Simon Baker, Iain Matthews, Jing Xiao, Ralph Gross, Takeo Kanade and Takahiro Ishikawa

Conference Paper, 11th World Congress on Intelligent Transportation Systems, October, 2004
Fitting a Single Active Appearance Model Simultaneously to Multiple Images
Changbo Hu, Jing Xiao, Iain Matthews, Simon Baker, Jeffrey Cohn and Takeo Kanade

Conference Paper, Proceedings of the British Machine Vision Conference, September, 2004
Generic vs. Person Specific Active Appearance Models
Ralph Gross, Iain Matthews and Simon Baker

Conference Paper, British Machine Vision Conference, September, 2004
Constructing and Fitting Active Appearance Models With Occlusion
Ralph Gross, Iain Matthews and Simon Baker

Conference Paper, Proceedings of the IEEE Workshop on Face Processing in Video, June, 2004
Face Recognition Across Pose and Illumination
Ralph Gross, Simon Baker, Iain Matthews and Takeo Kanade

Book Section/Chapter, Carnegie Mellon University, Handbook of Face Recognition, June, 2004
Real-Time Combined 2D+3D Active Appearance Models
Jing Xiao, Simon Baker, Iain Matthews and Takeo Kanade

Conference Paper, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Vol. 2, pp. 535 - 542, June, 2004
The Template Update Problem
Iain Matthews, Takahiro Ishikawa and Simon Baker

Journal Article, Carnegie Mellon University, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 6, pp. 810 - 815, June, 2004
Appearance-Based Face Recognition and Light-Fields
Ralph Gross, Iain Matthews and Simon Baker

Journal Article, Carnegie Mellon University, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 4, pp. 449 - 465, April, 2004
Lucas-Kanade 20 Years On: A Unifying Framework
Simon Baker and Iain Matthews

Journal Article, Carnegie Mellon University, International Journal of Computer Vision, Vol. 56, No. 3, pp. 221 - 255, March, 2004
Lucas-Kanade 20 Years On: A Unifying Framework: Part 4
Simon Baker, Ralph Gross and Iain Matthews

Tech. Report, CMU-RI-TR-04-14, Robotics Institute, Carnegie Mellon University, February, 2004
Passive Driver Gaze Tracking with Active Appearance Models
Takahiro Ishikawa, Simon Baker, Iain Matthews and Takeo Kanade

Tech. Report, CMU-RI-TR-04-08, Robotics Institute, Carnegie Mellon University, February, 2004
Real-Time Non-Rigid Driver Head Tracking for Driver Mental State Estimation
Simon Baker, Iain Matthews, Jing Xiao, Ralph Gross, Takahiro Ishikawa and Takeo Kanade

Tech. Report, CMU-RI-TR-04-10, Robotics Institute, Carnegie Mellon University, February, 2004
Lucas-Kanade 20 Years On: A Unifying Framework: Part 3
Simon Baker, Ralph Gross and Iain Matthews

Tech. Report, CMU-RI-TR-03-35, Robotics Institute, Carnegie Mellon University, November, 2003
The Template Update Problem
Iain Matthews, Takahiro Ishikawa and Simon Baker

Conference Paper, Proceedings of the British Machine Vision Conference, September, 2003
Active Appearance Models Revisited
Iain Matthews and Simon Baker

Tech. Report, CMU-RI-TR-03-02, Robotics Institute, Carnegie Mellon University, April, 2003
Image Coding with Active Appearance Models
Simon Baker, Iain Matthews and Jeff Schneider

Tech. Report, CMU-RI-TR-03-13, Robotics Institute, Carnegie Mellon University, April, 2003
Lucas-Kanade 20 Years On: A Unifying Framework: Part 2
Simon Baker, Ralph Gross, Iain Matthews and Takahiro Ishikawa

Tech. Report, CMU-RI-TR-03-01, Robotics Institute, Carnegie Mellon University, February, 2003
Efficient Image Alignment with Outlier Rejection
Takahiro Ishikawa, Iain Matthews and Simon Baker

Tech. Report, CMU-RI-TR-02-27, Robotics Institute, Carnegie Mellon University, October, 2002
Fisher Light-Fields for Face Recognition Across Pose and Illumination
Ralph Gross, Iain Matthews and Simon Baker

Conference Paper, Proceedings of the German Symposium on Pattern Recognition (DAGM), September, 2002
Appearance Based Face Recognition and Light-Fields
Ralph Gross, Iain Matthews and Simon Baker

Tech. Report, CMU-RI-TR-02-20, Robotics Institute, Carnegie Mellon University, August, 2002
Lucas-Kanade 20 Years On: A Unifying Framework: Part 1
Simon Baker and Iain Matthews

Tech. Report, CMU-RI-TR-02-16, Robotics Institute, Carnegie Mellon University, July, 2002
Eigen Light-Fields and Face Recognition Across Pose
Ralph Gross, Iain Matthews and Simon Baker

Conference Paper, Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, May, 2002
Extraction of visual features for lipreading
Iain Matthews, T.F. Cootes, J.A. Bangham, S. Cox and R. Harvey

Journal Article, Carnegie Mellon University, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 2, pp. 198 - 213, February, 2002
Equivalence and Efficiency of Image Alignment Algorithms
Simon Baker and Iain Matthews

Conference Paper, Proceedings of the 2001 IEEE Conference on Computer Vision and Pattern Recognition, Vol. 1, pp. 1090 - 1097, December, 2001
Tele-Graffiti: A Paper-Based Remote Sketching System
Naoya Takao, Jianbo Shi, Simon Baker, Iain Matthews and Bart Nabbe

Conference Paper, Proceedings of the 8th IEEE International Conference on Computer Vision, Vol. 2, July, 2001
Aligning Images Incrementally Backwards
Simon Baker, Frank Dellaert and Iain Matthews

Tech. Report, CMU-RI-TR-01-03, Robotics Institute, Carnegie Mellon University, February, 2001

Past RI Students

2017-09-13T10:45:50+00:00