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Human Recognition in Passive Environment using Bidirectional Associative Memory
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 1 - Number 15 |
| Year of Publication: 2010 |
| Authors: Vivek Srivastava, Vinay Kumar Pathak |
10.5120/328-498
|
Vivek Srivastava, Vinay Kumar Pathak . Human Recognition in Passive Environment using Bidirectional Associative Memory. International Journal of Computer Applications. 1, 15 ( February 2010), 22-24. DOI=10.5120/328-498
Abstract
Automated Human recognition is challenging area to identify the human based on characteristics such as behavioral or physical. In this paper we propose a noble approach for identifying the human by combining the two biometric face and ear recognition through bidirectional associative memory. This approach can be more suitable in passive environment such as surveillance .By combining two modality, we get the comparatively lower values of false rejection rate (FRR) and falsee acceptance rate (FAR). Using the proposed approach we can get comparatively lower value of FAR.
References
- Bart kosko, Bidirectional associative memory, IEEE transactions on system man and cybernatics vol 18 no.1,1988
- T. Sakai , M. Nagao, and S. Fujibayashi, "Line extraction and pattern recognition in Marchionini, photograph, "Patt. Recog., vol. 1, pp. 233-248, 1969.
- R. Brunelli and T. Poggio, "Face recognition: Features versus templates," IEEE Trans. Patt. Anal. And Mach .Intell., vol. 15, pp. 1042-1052, 1993.
- M. Kirby and L. Sirovich, "Application of theKarhunen-Loeve procedure for the characterization of human face,"MIEEE trans. Patt. Anal. And Mach. Intell.,vol. 12, pp. 103-108, 1990.
- M. Turk and A. Pentland, "Eigenfaces for recognition, "Journal of Cognitive Neuroscience, vol. 3, no. 1,app.71-86, 1991.
- L. Harmon and W. hunt, "Automatic recognition of human face profiles, " Computer Graphic and Image Process ., vol. 6, pp. 135-156, 1997.
- T. Kanade, Computer Recognition of Human Faces. Basel and Stuttgart: Birkhauser, 1997.
- Y.T. Yu, M. K.chang, K. Bowyer, and Barnabas. Comparision and combination of ear and face images in appearance based biometric IEEE Transaction on Pattern Analysis and Machine Intelligence,25:1160-1165,2003.
- Burge, M. and Burger, W. Ear Biometrics. in Computer Vision. In the 15th International Conference of Pattern Recognition, ICPR 2000, pp. 826-830.
- T. Sakai, M. Nagao, and S. Fujibayashi, "Lineextraction and pattern recognition in a photograph," Patt. Recog., vol. 1, pp. 233-248, 1969.
- T. K. Kohonen, Associative Memory: A System TheoreticApproaches, Springer, Berlin, 1977.
- T. Kohonen, E. Oju, and P. Lehtio, "Storage and processing of information in distributed associative memory systems," Parallel Models of Associative Memory, G. E. Hinton and J. A. Anderson, editors, pp. 49-81. Erlbaum, Hillsdale, 1981.
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