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2010 11th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (2007)
Haier International Training Center, Qingdao, China
July 30, 2007 to Aug. 1, 2007
ISBN: 0-7695-2909-7
pp: 688-693
Zhenyu Qi , Nankai University, China
Jing Xu , Nankai University, China
ABSTRACT
This paper is concerned with the performance evaluation of palmprint recognition systems. We have designed and implemented an automatic system for performance evaluation (ASPE), which adopts the process kernel of palm recognition. We have also proposed a performance evaluation method based on minutiae, which are essentially terminations and bifurcations of the ridge lines that constitute a palmprint pattern. In this paper we define two evaluation indexes: recall and accuracy. The system can display the minutia in the image directly and output the two rates in the EXCEL form. The test result of speed and precise shows that automatic evaluation outperforms manual evaluation dramatically both in terms of efficiency and robustness.
INDEX TERMS
Automatic System; Performance Evaluation; Minutiae; Recall; Accuracy
CITATION
Zhenyu Qi, Jing Xu, "Automatic Performance Evaluation of Palmprint Recognition", 2010 11th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, vol. 01, no. , pp. 688-693, 2007, doi:10.1109/SNPD.2007.315
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