Quality in face and iris research ensemble (Q-FIRE)

作者: P. A. Johnson , P. Lopez-Meyer , N. Sazonova , F. Hua , S. Schuckers

DOI: 10.1109/BTAS.2010.5634513

关键词: Data miningBiometricsFace (geometry)Identification (information)Facial recognition systemArtificial intelligenceComputer visionIris flower data setIdeal (set theory)Iris recognitionMetric (mathematics)Computer science

摘要: Identification of individuals using biometric information has found great success in many security and law enforcement applications. Up until the present time, most research field been focused on ideal conditions available databases are constructed these conditions. There a growing interest perfection technologies at distance less than conditions, i.e. low lighting, out-of-focus blur, off angles, etc. This paper presents dataset consisting face iris videos obtained distances 5 to 25 feet varying quality. The purpose this database is set standard for quality measurement data provide means analyzing biometrie systems structure as well quantified metric based subject subset presented.

参考文章(13)
J. Matas, K. Messer, J. Kittler, Gilbert Maître, Juergen Luettin, XM2VTSDB: The Extended M2VTS Database Proc. Second International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'99). ,(1999)
Sonia Garcia-Salicetti, Charles Beumier, Gérard Chollet, Bernadette Dorizzi, Jean Leroux les Jardins, Jan Lunter, Yang Ni, Dijana Petrovska-Delacrétaz, BIOMET: a multimodal person authentication database including face, voice, fingerprint, hand and signature modalities Lecture Notes in Computer Science. pp. 845- 853 ,(2003) , 10.1007/3-540-44887-X_98
Nathan D. Kalka, Jinyu Zuo, Natalia A. Schmid, Bojan Cukic, Image quality assessment for iris biometric Proceedings of SPIE, the International Society for Optical Engineering. ,vol. 6202, ,(2006) , 10.1117/12.666448
Julian Fierrez, Javier Ortega-Garcia, Doroteo Torre Toledano, Joaquin Gonzalez-Rodriguez, Rapid and brief communication: Biosec baseline corpus: A multimodal biometric database Pattern Recognition. ,vol. 40, pp. 1389- 1392 ,(2007) , 10.1016/J.PATCOG.2006.10.014
J. Ortega-Garcia, J. Fierrez-Aguilar, D. Simon, J. Gonzalez, M. Faundez-Zanuy, V. Espinosa, A. Satue, I. Hernaez, J.-J. Igarza, C. Vivaracho, D. Escudero, Q.-I. Moro, MCYT baseline corpus: a bimodal biometric database IEE Proceedings - Vision, Image, and Signal Processing. ,vol. 150, pp. 395- 401 ,(2003) , 10.1049/IP-VIS:20031078
F Alonso, E Anguiano, V Cardeñoso, M Faúndez, J Fierrez, M Freire, J Galbally, J González, G González, J Gracia, J Hernaez, J Igarza, F Martinez, Q Moro, C Orrite, J Ortega, D Ramos, R Ribalda, J Sanchez, J Siguenza, D Toledano, A Viloria, C Vivaracho, None, BiosecurID: a multimodal biometric database Pattern Analysis and Applications. ,vol. 13, pp. 235- 246 ,(2010) , 10.1007/S10044-009-0151-4
XiaoFu He, Pengfei Shi, Jing Wan, An Iris Image Quality Assessment Method Based on Laplacian of Gaussian Operation Journal of Machine Vision and Applications. pp. 248- 251 ,(2007)
GÉrard Medioni, Jongmoo Choi, Cheng-Hao Kuo, Douglas Fidaleo, Identifying Noncooperative Subjects at a Distance Using Face Images and Inferred Three-Dimensional Face Models international conference on biometrics theory applications and systems. ,vol. 39, pp. 12- 24 ,(2009) , 10.1109/TSMCA.2008.2007979
Yi Yao, Besma R. Abidi, Nathan D. Kalka, Natalia A. Schmid, Mongi A. Abidi, Improving long range and high magnification face recognition: Database acquisition, evaluation, and enhancement Computer Vision and Image Understanding. ,vol. 111, pp. 111- 125 ,(2008) , 10.1016/J.CVIU.2007.09.004
K. Grabowski, W. Sankowski, M. Zubert, M. Napieralska, Focus Assessment Issues in Iris Image Acquisition System international conference mixed design of integrated circuits and systems. pp. 628- 631 ,(2007) , 10.1109/MIXDES.2007.4286238