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Jason Saragih's Homepage
Contact
Jason Saragih, PhD
jason_saragih@hotmail.com
Freelance
Brisbane Australia
Jason Saragih, PhD
jason_saragih@hotmail.com
Freelance
Brisbane Australia
Research Interests
Deformable Object modelling, registration and tracking.
Deformable Object modelling, registration and tracking.
Code
- FaceTracker - a C++ API for real-time non-rigid face tracking from camera/video.
- DeMoLib - a C++ API for deformable model training, alignment and synthesis
Book Chapters
- J. Saragih, ''Deformable Face Alignment via Local Measurements and Global Constraints". In M. González Hidalgo, A. Mir Torres, X. Varona Gómez (Eds.), Deformation Models. Springer, Nov 2012. [pdf]
- J. Saragih, ''Non-rigid Face Tracking". In Mastering OpenCV with Practical Computer Vision Projects. PACKT, Oct 2012. [pdf]
Journals
- R. Bennetts, D. Burke, K. Brooks, J. Kim, S. Lucey, J. Saragih, and R. Robbins, ``Motion Helps Famous and Farmiliar Face Matching: Evidence from a Sorting Task", Journal of Vision 12 (9). (2012).
- S. W. Cher, P. Lucey, S. Lucey, J. Saragih, J. F. Cohn, I. Matthews, and S. Sridharan, ``In the Pursuit of Affective Computing: The Relationship Between Features and Registration", in IEEE Transactions on Systems, Man and Cybernetics. (2012).
- R. Bennetts, R. Robbins, D. Burke, K. Brooks, J. Kim, S. Lucey and J. Saragih, ``Avatars Versus Point-light Faces: Movement Matching is Better Without a Face", Journal of Vision 11(11), 597 (2012).
- J. Saragih, S. Lucey and J. Cohn, ''Deformable Model Fitting by Regularized Landmark Mean-Shifts", International Journal of Computer Vision (IJCV), 2010. [pdf]
- L. Pan, W. S. Chu, H. Saragih, F. De la Torre, M. Xie, ''Fast and Robust Circular Object Detection with Probabilistic Pairwise Voting (PPV)", Signal Processing Letters, IEEE, 2011.
- S. Lucey, Y. Wang, J. Saragih and J. Cohn, ''Non-rigid Face Tracking with Enforced Convexity and Local Appearance Consistency Constraint", International Journal of Image and Vision Computing (IVC), 2010.
- J. Saragih and R. Goecke, ''Learning AAM Fitting through Simulation", Journal of Pattern Recognition (PR), 2009. [pdf]
Conferences
- X. Cheng, C. B. Fookes, S. Sridharan, J. Saragih and S. Lucey, ``Deformable Face Ensemble Alignment with Robust Grouped-L1 Anchors", 10th IEEE Conference on Automatic Face and Gesture Recognition (FG2013).
- J. Saragih, ``Principal Regression Analysis", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2011. [pdf]
- J. Saragih, S. Lucey, and J. Cohn, ``Real-Time Avatar Animation from a Single Image", IEEE International Conference on Automatic Face and Gesture Recognition (FG’11), 2011. [pdf]
- R. J. Bennets, D. Burke, K. Brooks, J. Kim, S. Lucey, J. Saragih and R. A. Robbins, ``Avatars vs Point-light Faces: Movement Matching is Better Without a Face”, Proceedings of the 38th Australasian Experimental Psychology Conference, 2011.
- J. Saragih, S. Lucey, and J. Cohn, ``Face Alignment through Subspace Constrained Mean-Shifts", IEEE International Conference on Computer Vision (ICCV), 2009. [pdf]
- J. Saragih, S. Lucey and J. Cohn, ``Deformable Model Fitting with a Mixture of Local Experts", International Conference on Computer Vision (ICCV), 2009. [pdf]
- A. Asthana, J. Saragih and R. Goecke, ``Evaluating AAM Fitting Methods for Facial Expression Recognition", International Conference on Affective Computing and Intelligent Interaction (ACII), 2009.
- A. Ryan, J. F. Cohn, S. Lucey, J. Saragih, P. Lucey, F. De la Torre, and A. Rossi, ``Automated Facial Expression Recognition System", IEEE International Carnahan Conference on Security Technology, 2009.
- J.Saragih, S. Lucey, and J. Cohn, ``Linear Deformable Model Fitting with Soft Correspondence Constraints", IEEE International Conference on Automatic Face and Gesture Recognition (FG’08), 2008. [pdf]
- Y. Wang, S. Lucey, J. Cohn, and J. Saragih, ``Non-rigid Face Tracking with Local Appearance Consistency Constraint", IEEE International Conference on Automatic Face and Gesture Recognition (FG’08), 2008.
- J. Saragih and R. Goecke, ``A Nonlinear Discriminative Approach to AAM Fitting'', IEEE International Conference on Computer Vision (ICCV), 2007. [pdf]
- J. Saragih and R. Goecke, ``Monocular and Stereo Methods for AAM Learning from Video'', IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2007. [pdf]
- S. Press, J. Saragih and J. Chen, ``Eye contact as a key component in Human Robot Interaction'', Australasian Conference on Robotics and Automation (ACRA), 2006.
- J. Saragih and R. Goecke, ``Iterative Error Bound Minimisation for AAM Alignment'', International Conference on Pattern Recognition (ICPR), 2006. [pdf]
- A. Sethuram, K. Ricanek, J. Saragih and C. Boehnen, ``Facial Landmarking: Comparing Automatic Landmarking Methods with Applications in Soft Biometrics’’, ECCV 2012 Workshop `What's in a Face?'. Oct. 2012.
- X. Cheng, S. Sridharan, J. Saragih and S. Lucey, ``Anchored Deformable Face Ensemble Alignment’’, Fifth Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA'12). Oct. 2012.
- S. Chew, P. Lucey, S. Lucey, J. Saragih, J. Cohn and S. Sridharan, ``Person-Independent Facial Expression Detection using Constrained Local Models’’, FG 2011 Workshop on Facial Expression Recognition and Analysis Challange (FERA 2011). [pdf]
- P. Lucey, J. Cohn, T. Kanade, J. Saragih, Z. Ambadar and I. Matthews, ``The Extended Cohn-Kanade Dataset (CK+): A Complete Facial Expression Dataset for Action Unit and Emotion-Specified Expression", IEEE CVPR Workshop on Human Communicative Behavior Analysis (CVPR4HB), 2010. [pdf]
- J. Saragih, S. Lucey and J. Cohn, ``Probabilistic Constrained Adaptive Local Displacement Experts", 2nd Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, 2009.
- J. Saragih and R. Goecke, ``Learning Active Appearance Models from Image Sequences'', Proceedings of the HCSNet Workshop on the Use of Vision in HCI (VisHCI), 2006 (best student paper award). [pdf]
Other
- J. Saragih, S. Lucey and J. Cohn, ``Subspace Constrained Mean-Shift’’, tech. report CMU-RI-TR-09-15, Robotics Institute, Carnegie Mellon University. May 2009. [pdf]
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