Facial deblur inference to improve recognition of blurred faces

2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009

Volumn , Issue , 2009, Pages 1115-1122

  Nishiyama, Masashi ^a   Takeshima, Hidenori ^a   Shotton, Jamie ^b   Kozakaya, Tatsuo ^a   Yamaguchi, Osamu ^a  

^a TOSHIBA CORPORATION   (Japan)

^b MICROSOFT RESEARCH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; FACE RECOGNITION; OPTICAL TRANSFER FUNCTION; QUERY PROCESSING;

BLURRED IMAGE; FACIAL IMAGES; FEATURE SPACE; ILL POSED PROBLEM; PRIOR INFORMATION; STATE-OF-THE-ART METHODS; STATISTICAL MODELING; TRAINING SETS;

IMAGE ENHANCEMENT;

EID: 70450213184     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2009.5206750     Document Type: Conference Paper

References (28)

1. O. Arandjelović and R. Cipolla. A manifold approach to face recognition from low quality video across illumination and pose using implicit super-resolution. ICCV, 2007.
2. M. Cannon. Blind deconvolution of spatially invariant image blurs with phase. IEEE Trans. Acoust. Speech Signal Process, ASSP-24:58 - 63, 1976.
3. T. F. Chan and C.-K.Wong. Total variation blind deconvolution. IEEE Trans. Image Processing, 7(3):370 - 375, 1998.
4. M. M. Chang, A. M. Tekalp, and A. T. Erdem. Blur identification using the bispectrum. IEEE Trans. Signal Processing, 39(10):2323 - 2325, 1991.
5. J. H. Elder. Local scale control for edge detection and blur estimation. PAMI, 20(7):699 - 716, 1998.
6. S. Farsiu, M. D. Robinson, M. Elad, and P. Milanfar. Fast and robust multiframe super resolution. IEEE Trans. Image Processing, 13(10):1327 - 1344, 2004.
7. R. Fergus, B. Singh, A. Hertzmann, S. T. Roweis, and W. T. Freeman. Removing camera shake from a single photograph. ACM Trans. Graphics, 2006.
8. D. B. Gennery. Determination of optical transfer function by inspection of the frequency-domain plot. J. Opt. Soc. Amer., 63:1571 - 1577, 1973.
9. R. C. Gonzalez and R. E.Woods. Digital Image Processing. Prentice Hall, 2007.
10. B. K. Gunturk, Y. Batur, A. U. Altunbasak, M. H. Hayes, and R.M.Mersereau. Eigenface-domain super-resolution for face recognition. IEEE Trans. Image Processing, 12(5):597 - 606, 2003.
11. P. H. Hennings-Yeomans, S. Baker, and B. V. K. V. Kumar. Simultaneous super-resolution and feature extraction for recognition of low-resolution faces. CVPR, 2008.
12. H. Hu and G. de Haan. Low cost robust blur estimator. ICIP, 2006.
13. J. Jia. Single image motion deblurring using transparency. CVPR, 2007.
14. D. Kundur and D. Hatzinakos. Blind image deconvolution. IEEE Signal Processing Magazine, pages 43 - 64, May 1996.
15. S. Z. Li and A. K. Jain. Handbook of Face Recognition. Springer, 2005.
16. M. Nishiyama, M. Yuasa, T. Shibata, T. Wakasugi, T. Kawahara, and O. Yamaguchi. Recognizing faces of moving people by hierarchical image-set matching. Proc. IEEE Workshop on Biometrics, 2007.
17. E. Oja. Subspace methods of pattern recognition. Research Studies Press, 1983.
18. P. J. Phillips, P. J. Flynn, T. Scruggs, K.W. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W. Worek. Overview of the face recognition grand challenge. CVPR, 1:947 - 954, 2005.
19. P. J. Phillips, H. Moon, P. J. Rauss, and S. Rizvi. The feret evaluation methodology for face recognition algorithms. PAMI, 22(10):1090 - 1104, 2000.
20. F. Rooms, A. Pizurica, and W. Philips. Estimating image blur in the wavelet domain. ACCV, pages 210 - 215, 2002.
21. A. E. Savakis and H. J. Trussell. Blur identification by residual spectral matching. IEEE Trans. Image Processing, 2(2):141 - 151, 1993.
22. M. Savvides, B. V. K. V. Kumar, and P. K. Khosla. Eigenphases vs. eigenfaces. ICPR, 3:810 - 813, 2004.
23. I. Stainvas and N. Intrator. Blurred face recognition via a hybrid network architecture. ICPR, 2:805 - 808, 2000.
24. H. Tong, M. Li, H. Zhang, and C.Zhang. Blur detection for digital images using wavelet transform. IEEE Proc. Int. Conf. Multimedia and Expo, 1:17 - 20, 2004.
25. S. Watanabe and N. Pakvasa. Subspace method of pattern recognition. Proc. Int. Joint Conf. Pattern Recognition, pages 25 - 32, 1973.
26. N. Wiener. Extrapolation, Interpolation, and Smoothing of Stationary Time Series. The MIT Press, 1964.
27. Y. Yitzhaky and N. S. Kopeika. Identification of blur parameters from motion blurred images. Graphical Models and Image Processing, 59(5):310 - 320, 1997.
28. L. Yuan, J. Sun, L. Quan, and H. Y. Shum. Image deblurring with blurred/noisy image pairs. ACMTrans. Graphics, 2007.