Feature Selection for Sensor Interoperability: A Case Study in Fingerprint Segmentation

被引：5

作者：

Ren, Chunxiao ^{[1
]}

Yin, Yilong ^{[1
]}

Ma, Jun ^{[1
]}

Yang, Gongping ^{[1
]}

机构：

[1] Shandong Univ, Sch Comp Sci & Technol, Jinan 250101, Peoples R China

来源：

2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9 | 2009年

关键词：

sensor interoperability; feature selection; fingerprint; segmentation; VERIFICATION;

D O I：

10.1109/ICSMC.2009.5346037

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

The need for sensor interoperability has increased tremendously in many fingerprint large-scale application areas such as e-commerce, welfare-disbursement and e-education. However, the problem of feature selection for sensor interoperability has received limited attention in the literature. In this paper, the relationships among person, sensor and feature are discussed. Especially, a feature selection method for sensor interoperability is proposed. Some experimental results of feature selection for sensor interoperability in fingerprint segmentation are presented as a case study. Experiments show that the various features exhibit different sensor interoperability on different sensors.

引用

页码：5057 / 5062

页数：6

共 16 条

[1] Alonso-Fernandez F, 2005, LECT NOTES COMPUT SC, V3781, P180, DOI 10.1007/11569947_23
[2] ALONSOFERNANDEZ F, 2006, P IEEE INT C CONTR A, P422
[3] [Anonymous], 2003, Handbook of fingerprint recognition
[4] Bazen AM, 2000, P PRORISC2000 11 ANN, P215
[5] BAZEN AM, 2001, P PRORISC2000 12 ANN
[6] Fingerprint image reconstruction from standard templates
Cappelli, Raffaele
Lumini, Alessandra
Maio, Dario
Maltoni, Davide
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2007, 29 (09) : 1489 - 1503
[7] Image retrieval: Ideas, influences, and trends of the new age
Datta, Ritendra
Joshi, Dhiraj
Li, Jia
Wang, James Z.
[J]. ACM COMPUTING SURVEYS, 2008, 40 (02)
[8] Jain A. K., 2006, Handbook of Multibiometrics
[9] An introduction to biometric recognition
Jain, AK
Ross, A
Prabhakar, S
[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2004, 14 (01) : 4 - 20
[10] FVC2000: Fingerprint verification competition
Maio, D
Maltoni, D
Cappelli, R
Wayman, JL
Jain, AK
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (03) : 402 - 412

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