Robust facial expression tracking based on composite constraints AAM

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2011, Pages 3045-3048

  Feng, Xuetao ^a   Shen, Xiaolu ^a   Zhou, Mingcai ^a   Zhang, Hui ^a   Kim, Jungbae ^a  

^a Samsung Advanced Institute of Technology (SAIT)   (South Korea)

Author keywords

active appearance model; avatars; Computer vision; interactive systems

Indexed keywords

ACTIVE APPEARANCE MODELS; AVATARS; EFFICIENT MOTION ESTIMATION; ENERGY MINIMIZATION PROBLEM; FACIAL EXPRESSIONS; HEAD POSE; HIGH STABILITY; INITIAL VALUES; INTERACTIVE SYSTEM; ITERATIVE OPTIMIZATION; LOCAL FEATURE; MULTIPLE CONSTRAINT; NON-RIGID; REAL TIME; TRACKING ALGORITHM; UNIFIED FRAMEWORK;

COMPUTER VISION; COST FUNCTIONS; MOTION ESTIMATION;

FACE RECOGNITION;

EID: 84863067929     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6116306     Document Type: Conference Paper

References (15)

1. T. Cootes, C. Taylor, D. Cooper, et al., "Active shape models - their training and application", Computer Vision and Image Understanding, 1995, 61(1): 38-59
2. T. F. Cootes, G. J. Edwards, C. J. Taylor, "Active appearance models", Eur. Conf. on Computer Vision, 1998
3. David Cristinacce, Tim Cootes, "Automatic feature localisation with constrained local models", Pattern Recognition, 2008, 41: 3054-3067
4. V. Blanz, T. Vetter, "Face recognition based on fitting a 3D Morphable Model", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2003, 25(9): 1-12
5. Iain Matthews, Simon Baker, "Active appearance models revisited", Int. Journal on Computer Vision, 2004, 60(2):135-164
6. T. F. Cootes, K. Walker, et al, "View-based active appearance models", Int. Conf. on Face and Gesture Recognition, 2000
7. J. Xiao, S. Baker, I. Matthews, et al., "Real-time combined 2D+3D Active AppearanModels", IEEE Conf. on Computer Vision and Pattern Recognition, 2004
8. M. Zhou, et al, "A robust texture preprocessing for AAM", Conf. on Computer Science and Software Engineering, 2008
9. Soumya Hamlaoui, Frank Davoine, "Facial action tracking using an AAM-based condensation approach", IEEE Int. Conf. on Acoustics, Speech and Signal Processing, 2005
10. S. Fleck, M. Hoffmann, et al, "PFAAM - an active appearance model based particle filter for both robust and precise tracking", Canadian Conf. on Computer and Robot Vision, 2007
11. J. Ahlberg, "CANDIDE-3 - an updated parameterized face", Report No. LiTH-ISY-R-2326, Dept. of Electrical Engineering, Linköping University, Sweden, 2001
12. P. Moreels and P. Perona, "Evaluation of features detectors and descriptors based on 3d objects", Int. Journal of Computer Vision, 2007, 73: 263-284 (Pubitemid 46227275)
13. T. Tuytelaars and K. Mikolajczyk. "Local invariant feature detectors: A survey", Foundations and Trends in Computer Graphics and Vision, 2008, 3(3):177-280
14. E. Rosten and T. Drummond, "Machine learning for high-speed corner detection", Eur. Conf. on Computer Vision, 2006
15. H. Bay, T. Tuytelaars, and L. Van Gool, "SURF: Speeded up robust features", Eur. Conf. on Computer Vision, 2006