Face spoofing detection using dynamic texture

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7728 LNCS, Issue PART 1, 2013, Pages 146-157

  Komulainen, Jukka ^a   Hadid, Abdenour ^a   Pietikäinen, Matti ^a  

^a UNIVERSITY OF OULU   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMIC TEXTURES; FACE SPOOFING DETECTIONS; FACIAL MUSCLES; IMAGING QUALITY; LOCAL BINARY PATTERNS; NON-RIGID OBJECTS; POSE AND ILLUMINATION VARIATIONS; SPOOFING ATTACKS;

EXPERIMENTS; FACE RECOGNITION;

TEXTURES;

EID: 84876001255     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-37410-4_13     Document Type: Conference Paper

References (20)

1. Chakka, M.M., Anjos, A., Marcel, S., Tronci, R., Muntoni, D., Fadda, G., Pili, M., Sirena, N., Murgia, G., Ristori, M., Roli, F., Yan, J., Yi, D., Lei, Z., Zhang, Z., Li, S., Schwartz, W.R., Rocha, A., Pedrini, H., Lorenzo-Navarro, J., Castrillón-Santana, M., Määttä, J., Hadid, A., Pietikäinen, M.: Competition on counter measures to 2-d facial spoofing attacks. In: Proceedings of IAPR IEEE International Joint Conference on Biometrics (IJCB), Washington DC, USA (2011)
2. Pan, G., Wu, Z., Sun, L.: Liveness detection for face recognition. In: Delac, K., Grgic, M., Bartlett, M.S. (eds.) Recent Advances in Face Recognition, ch. 9. INTECH (2009)
3. Kollreider, K., Fronthaler, H., Bigun, J.: Non-intrusive liveness detection by face images. Image and Vision Computing 27, 233-244 (2009)
4. Bao, W., Li, H., Li, N., Jiang, W.: A liveness detection method for face recognition based on optical flow field. In: 2009 International Conference on Image Analysis and Signal Processing, pp. 233-236. IEEE (2009)
5. Li, J., Wang, Y., Tan, T., Jain, A.K.: Live face detection based on the analysis of fourier spectra. In: Biometric Technology for Human Identification, pp. 296-303 (2004)
6. Tan, X., Li, Y., Liu, J., Jiang, L.: Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part VI. LNCS, vol. 6316, pp. 504-517. Springer, Heidelberg (2010)
7. Zhang, Z., Yan, J., Liu, S., Lei, Z., Yi, D., Li, S.Z.: A face antispoofing database with diverse attacks. In: Proceedings of 5th IAPR International Conference on Biometrics (ICB 2012), New Delhi, India (2012)
8. Bai, J., Ng, T.T., Gao, X., Shi, Y.Q.: Is physics-based liveness detection truly possible with a single image? In: IEEE International Symposium on Circuits and Systems (ISCAS), pp. 3425-3428 (2010)
9. Määttä, J., Hadid, A., Pietikäinen, M.: Face spoofing detection from single images using micro-texture analysis. In: Proceedings of IAPR IEEE International Joint Conference on Biometrics (IJCB), Washington DC, USA (2011)
10. Zhang, Z., Yi, D., Lei, Z., Li, S.Z.: Face liveness detection by learning multispectral reflectance distributions. In: International Conference on Face and Gesture, pp. 436-441 (2011)
11. Pietikäinen, M., Hadid, A., Zhao, G., Ahonen, T.: Computer Vision Using Local Binary Patterns. Springer (2011)
12. Anjos, A., Marcel, S.: Counter-measures to photo attacks in face recognition: a public database and a baseline. In: Proceedings of IAPR IEEE International Joint Conference on Biometrics (IJCB), Washington DC, USA (2011)
13. Zhao, G., Pietikäinen, M.: Dynamic texture recognition using local binary patterns with an application to facial expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence 29, 915-928 (2007)
14. Ojala, T., Pietikäinen, M., Harwood, D.: A comparative study of texture measures with classification based on feature distributions. Pattern Recognition 29, 51-59 (1996)
15. Ojala, T., Pietikäinen, M., Mäenpää, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. on PAMI 24 (2002)
16. Viola, P.A., Jones, M.J.: Rapid object detection using a boosted cascade of simple features. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 511-518 (2001)
17. Niu, Z., Shan, S., Yan, S., Chen, X., Gao, W.: 2d cascaded adaboost for eye localization. In: Proc. of the 18th International Conference on Pattern Recognition (2006)
18. Vedaldi, A., Zisserman, A.: Efficient additive kernels via explicit feature maps. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2010)
19. Vedaldi, A., Fulkerson, B.: VLFeat: An open and portable library of computer vision algorithms (2008)
20. Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: LIBLINEAR: A library for large linear classification. Journal of Machine Learning Research 9, 1871-1874 (2008)