Robust low-resolution face identification and verification using high-resolution features

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 33-36

  Hennings Yeomans, Pablo H ^a   Vijaya Kumar, B V K ^b   Baker, Simon ^c  

^a Center for Bioimage Informatics   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c MICROSOFT RESEARCH   (United States)

Author keywords

Biometrics; Face models; Face recognition; Feature extraction; Super resolution

Indexed keywords

ALGORITHMS; BIOMETRICS; FEATURE EXTRACTION; IMAGING SYSTEMS; OPTICAL RESOLVING POWER; PROBES;

FACE FEATURE EXTRACTION; FACE IDENTIFICATION; FACE MODELS; HIGH RESOLUTION; ILLUMINATION VARIATION; IMAGE FORMATION PROCESS; LARGE DATABASE; MATCHING ALGORITHM; OPEN PROBLEMS; RESOLUTION PROBES; SUPER RESOLUTION; SUPER-RESOLUTION RECONSTRUCTION; TRAINING SETS; VERIFICATION TASK;

FACE RECOGNITION;

EID: 77951958111     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5413920     Document Type: Conference Paper

References (9)

1. Pablo H. Hennings-Yeomans, Simon Baker, and B.V.K. Vijaya Kumar, "Simultaneous super-resolution and feature extraction for recognition of low-resolution faces," in CVPR, pp. 1-8, June 2008.
2. O. Arandjelović and R. Cipolla, "A manifold approach to face recognition from low quality video across illumination and pose using implicit super-resolution," ICCV, October 2007.
3. Kui Jia and Shaogang Gong, "Multi-modal tensor face for simultaneous super-resolution and recognition," ICCV, pp. 1683-1690, October 2005.
4. B.K. Gunturk, A.U. Batur, Y. Altunbasak, M.H. Hayes, and R.M. Mersereau, "Eigenface-domain super-resolution for face recognition," IEEE Trans. on Im. Proc., vol. 12, no. 5, pp. 597-606, May 2003.
5. Xiaogang Wang and Xiaoou Tang, "Hallucinating face by eigentransformation," IEEE Trans. on Syst., Man and Cyb., Part C, vol. 35, no. 3, pp. 425-434, 2005.
6. Simon Baker and Takeo Kanade, "Limits on super-resolution and how to break them," PAMI, vol. 24, no. 9, pp. 1167-1183, 2002.
7. A. Zomet and S. Peleg, Super-Resolution Imaging, chapter "Super-resolution from multiple images having arbitrary mutual motion", pp. 195-209, Kluwer, 2001.
8. Peter N. Belhumeur, João P. Hespanha, and David J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection," PAMI, vol. 19, no. 7, pp. 711-720, 1997.
9. Ralph Gross, Iain Matthews, Jeffrey Cohn, Takeo Kanade, and Simon Baker, "Multi-PIE," FG, September 2008.