Multi-modal face image super-resolutions in tensor space

IEEE International Conference on Advanced Video and Signal Based Surveillance - Proceedings of AVSS 2005

Volumn 2005, Issue , 2005, Pages 264-269

  Jia, K ^a   Gong, S ^a  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; FACE RECOGNITION; IMAGE RECONSTRUCTION; MAXIMUM LIKELIHOOD ESTIMATION; MODAL ANALYSIS; OPTICAL RESOLVING POWER;

BAYESIAN FRAMEWORK; FACE IMAGES; SUPER RESOLUTIONS;

IMAGE ANALYSIS;

EID: 33846988602     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AVSS.2005.1577278     Document Type: Conference Paper

References (13)

1. M. A. O. Vasilescu, D. Terzopoulos, "Multilinear analysis of image ensembles: TensorFaces", Proc. 7th European Conference on Computer Vision, 2002.
2. T.G.Kolda, "Orthogonal tensor decompositions", SIAM Journal on Matrix Analysis and Applications, Vol.23, pp. 243-255, 2001.
3. L.D.Lathauwer, B.D.Moor, and J.Vandewalle, "Multilinear Singular Value Tensor Decompositions", SIAM Journal on Matrix Analysis and Applications, Vol.21, No.4, pp.1253-1278, 2000.
4. M. Elad and A. Feuer, "Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images", IEEE Transactions on Image Processing, vol. 6, no. 12, pp. 1646-1658, Dec. 1997.
5. M. Irani and S. Peleg, "Improving resolution by image registration", CVGIP: Graphical Models and Image Proc., vol. 53, pp. 231-239, May 1991.
6. R. R. Schulz and R. L. Stevenson, "Extraction of high-resolution frames from video sequences", IEEE Transactions on Image Processing, vol. 5, pp. 996-1011, June 1996.
7. R. C. Hardie, K. J. Barnard, and E. E. Armstrong, "Joint MAP registration and high-resolution image estimation using a sequence of undersampled images", IEEE Transactions on Image Processing., vol. 6, pp. 1621-1633, Dec. 1997.
8. S. Baker and T. Kanade, "Limits on super-resolution and how to break them", Proc. of IEEE International Conference on Computer Vision and Pattern Recognitionjune 2000.
9. S. Baker and T. Kanade, "Hallucinnating Faces", Proc. of IEEE Automatic Face and Gesture Recognition, pp.83-90, March 2000
10. W. Freeman and E. Pasztor, "Learning low-level vision", 7th International Conference on Computer Vision, pp. 1182-1189, 1999.
11. D. P. Capel and A. Zisserman, "Super-resolution from multiple views using learnt image models", Proc. of IEEE International Conference on Computer Vision and Pattern Recognition, 2001.
12. B.K.Gunturk and A.U.Batur, "Eigenface-Domain Super-Resolution for Face Recognition", IEEE Tran, on Image Processing, Vol.12, No.5, pp. 597-606, 2003.
13. C. Liu, H. Shum and C. Zhang, "A Two-Step Approach to Hallucinating Faces: Global Parametric Model and Local Nonparametric Model", Proc. of IEEE International Conference on Computer Vision and Pattern Recognition, pp 192-198, 2001.