Combine crossing matching scores with conventional matching scores for bimodal biometrics and face and palmprint recognition experiments

Neurocomputing

Volumn 74, Issue 18, 2011, Pages 3946-3952

  Xu, Yong ^a,b   Zhu, Qi ^a   Zhang, David ^c  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b Key Laboratory of Network Oriented Intelligent Computation   (China)

^c HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Biometrics; Matching score level fusion; Pattern recognition

Indexed keywords

AUTHENTICATION; FACE RECOGNITION; PALMPRINT RECOGNITION; PATTERN RECOGNITION; SAMPLING;

INFRARED FACE IMAGES; MATCHING SCORE; MATCHING-SCORE LEVEL FUSIONS; PERSONAL AUTHENTICATION; TESTING SAMPLES; TRAINING SAMPLE; VISIBLE LIGHT; WEIGHTED FUSION;

BIOMETRICS;

ARTICLE; BIOLOGICAL TRAIT; BIOMETRY; CROSSING MATCHING SCORE; FACE RECOGNITION; IMAGE PROCESSING; IMAGING SYSTEM; INFRARED RADIATION; INTERMETHOD COMPARISON; LIGHT; PALMPRINT RECOGNITION; PATTERN RECOGNITION; PRIORITY JOURNAL; SCORING SYSTEM;

EID: 80053322153     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2011.08.011     Document Type: Article

References (36)

1. Jimenez J.L.-, Reillo R.S.-, Saavedra B.F.- Iris biometrics for embedded systems. IEEE Trans. VLSI Syst. 2011, 19(2):274-282.
2. Wan M., Lai Z., Shao J., Jin Z. Two-dimensional local graph embedding discriminant analysis (2DLGEDA) with its application to face and palm biometrics. Neurocomputing 2009, 73(1-3):197-203.
3. S. Si, D. Tao, K.-P. Chan, Discriminative Hessian Eigenmaps for face recognition, in: Proceedings of the ICASSP 2010, 2010, pp. 5586-5589.
4. J. Shen, H. Pang, D. Tao, X. Li, Dual phase learning for large scale video gait recognition, in: Proceedings of the MMM 2010, 2010, pp. 500-510.
5. Singh R., Vatsa M., Noore A. Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition. Pattern Recognition 2008, 41(3):880-893.
6. S.-J. Wang, C.-G. Zhou, Y.-H. Chen, et al., A Novel Face Recognition Method Based on Sub-pattern and Tensor, Neurocomputing doi:10.1016/j.neucom.2011.06.017.
7. Yan H., Yang J., Yang J. Bimode model for face recognition and face representation. Neurocomputing 2011, 74(5):741-748.
8. C. Shu, X. Ding, Multi-biometrics fusion for identity verification, in: Proceedings of the 18th International Conference on Pattern Recognition (ICPR'06), vol. 4, 2006, pp. 493-496.
9. Tao Q., Veldhuis R. Threshold-optimized decision-level fusion and its application to biometrics. Pattern Recognition 2009, 42(5):823-836.
10. Kanhangad V., Luo N., Kumar A., Zhang D. Robust palmprint verification using 2D and 3D features. Pattern Recognition 2010, 43:358-368.
11. Marcialis G.L., Roli F. Luca Didaci personal identity verification by serial fusion of fingerprint and face matchers. Pattern Recognition 2009, 42:2807-2817.
12. Zhang T., Li X., Tao D., Yang J. Multimodal biometrics using geometry preserving projections. Pattern Recognition 2008, 41(3):805-813.
13. Xu Y., Zhong A., Yang J., Zhang D. Bimodal biometrics based on a representation and recognition approach. Opt. Eng. 2011, 50:037202. 10.1117/1.3554740.
14. A. Rattani, D.R. Kisku, M. Bicego, M. Tistarelli, Feature level fusion of face and fingerprint biometrics, in: Proceedings of the 1st IEEE International Conference Biometrics: Theory, Applications and Systems, 2007, pp. 1-6.
15. A. Rattani, M. Tistarelli, Robust multi-modal and multiunit feature level fusion of face and iris biometrics, in Proceedings of ICB'09, June 2009, vol. 5558, Alghero, Italy, pp. 960-969.
16. D. Zhang, F. Song, Y. Xu, Z. Lang, Advanced Pattern Recognition Technologies with Applications to Biometrics, Medical Information Science Reference, 2009.
17. Xu Y., Zhang D., Yang J.-Y. A feature extraction method for use with bimodal biometrics. Pattern recognition 15, 2010, 43:1106-1111.
18. Kumar A., Zhang D. Personal recognition using hand shape and texture. IEEE Trans. Image Process. 2006, 15(8):2454-2461.
19. Chang K., Bowyer K.W., Sarkar S., Victor B. Comparison and combination of ear and face images in appearance-based biometrics. IEEE Trans. Pattern Anal. Mach. Intelligent 2003, 25(9):1600-1615.
20. Sim T., Zhang S., Janakiraman R., Kumar S. Continuous verification using multimodal biometrics. IEEE Trans. Pattern Anal. Mach. Intelligent 2007, 29(4):687-700.
21. Ross A., Jain A.K. Information fusion in biometrics. Pattern Recognition Lett. 2003, 24(13):2115-2125.
22. J. Feng, S. Yoon, A.K. Jain, Latent fingerprint matching: fusion of rolled and plain fingerprints, in: Proceedings of the ICB 2009, 2009, pp. 695-704.
23. Jain A.K. Biometric authentication. Scholarpedia 2008, 3(6):3716.
24. A. Ross, R. Govindarajan, "Feature level fusion using hand and face biometrics", in: Proceedings of the SPIE Conference on Biometric Technology for Human Identification II, March 2005, Orlando, USA, pp. 196-204.
25. Y. Wang, T. Tan, A.K. Jain, Combining face and Iris biometric for identity verification, in: Proceedings of the AVBPA 2003, 2003, pp. 805-813.
26. Xu Y., Zhang D. Represent and fuse bimodal biometric images at the feature level: complex-matrix-based fusion scheme. Opt. Eng. 2010, 49(3):037002. 10.1117/1.3359514.
27. S.Z. Li, Z. Lei, M. Ao, "The HFB face database for heterogeneous face biometrics research", in: Proceedings of the 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (OTCBVS, in conjunction with CVPR 2009), June, Miami, Florida, 2009.
28. Singh R., Vatsa M., Noore A. Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition. Pattern Recognition 2008, 41(3):880-893.
29. Kong S., Heo J., Abidi B., Paik J., Abidi M. Recent advances in visual and infrared face recognition: a review. Comput. Vision Image Understanding 2005, 97(1):103-135.
30. H. Chang, A. Koschan, M. Abidi, Multispectral visible and infrared imaging for face recognition, in: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops CVPRW'08, 2008.
31. Z. Guo, L. Zhang, D. Zhang, Feature band selection for multispectral palmprint recognition, in: Proceedings of the ICPR 2010, 2010, pp. 1136-1139.
32. Zhang D., Guo Z., Lu G., Zhang L., Zuo W. An online system of multispectral palmprint verification. IEEE Trans. Instrum. Meas. 2010, 59(2):480-490.
33. Y. Xu, D. Zhang, J. Yang, J.-Y. Yang, A Two-Phase Test Sample Sparse Representation Method for Use with Face Recognition, IEEE Trans. Circuits Syst. Video Technol. doi:10.1109/TCSVT.2011.2138790.
34. Shao L., Brady M. Specific object retrieval based on salient regions. Pattern Recognition 2006, 39(10):1932-1948.
35. Han D., Guo Z., Zhang D. Multispectral palmprint recognition using wavelet-based image fusion. Int. Conf. Signal Process. 2007, 1-6.
36. Poh N., Bourlai T., Kittlerd, et al. Benchmarking quality-dependent and cost-sensitive multimodal biometric fusion algorithms. IEEE Trans. Inf. Forensics Secur. 2009.