By Kieron Messer, Josef Kittler, James Short, G. Heusch, Fabien Cardinaux (auth.), David Zhang, Anil K. Jain (eds.)
This booklet constitutes the refereed lawsuits of the overseas convention on Biometrics, ICB 2006, held in Hong Kong, China in January 2006.
The 104 revised complete papers awarded have been conscientiously reviewed and chosen from 192 submissions. Biometric standards lined through the papers are assigned to stand, fingerprint, iris, speech and signature, biometric fusion and function overview, gait, keystrokes, and others. furthermore the result of the Face Authentication pageant (FAC 2006) also are introduced during this volume.
Read or Download Advances in Biometrics: International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006. Proceedings PDF
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Extra resources for Advances in Biometrics: International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006. Proceedings
The rest of this paper is organized as follows: Section 2 introduces the algorithms for assessing the quality of facial images aﬀected by blurring and facial expressions. Section 3 presents experimental results. Conclusions and the future works are discussed in Section 4. 2 Algorithms for Quality Assessment of Facial Images We assume that the facial images do not have illumination problem. In fact, illumination is one of the important factors that could aﬀect the performance of a face recognition system, but in this paper we assume that the images are only aﬀected either by blurring or by facial expressions.
Test training set contains data with one illumination and test set contains data with the other illumination conditions. The error rate show in the table under a speciﬁc test protocol is the average error among all tests under this protocol. For example, the test error under the ﬁrst protocol is the average of the errors of 2 subtests. In one of these two subtests, data from Session 1 is used for training and Session 2 data for testing, while in the other, Session 2 data is used for training and Session 1 data for testing.
J. Short, J. Kittler, and K. Messer. A comparison of photometric normalisation algorithm for face veriﬁcation. In Proceedings of the Sixth International Conference on Automatic Face and Gesture Recognition, pages 254–259, May 2004. 8. I. H. Witten and E. Frank. Data Mining: Practical Machine Learning Tools and Techniques with JAVA Implementations. Morgan Kaufmann, 1999. 9. I. A. Ypsilos, A. Hilton, and S. Rowe. Video-rate capture of dynamic face shape and appearance. In Proceedings of the Sixth International Conference on Automatic Face and Gesture Recognition, pages 117–122, May 2004.
Advances in Biometrics: International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006. Proceedings by Kieron Messer, Josef Kittler, James Short, G. Heusch, Fabien Cardinaux (auth.), David Zhang, Anil K. Jain (eds.)