Iris liveness detection based on quality related features
- 1 March 2012
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 271-276
- https://doi.org/10.1109/icb.2012.6199819
Abstract
A new liveness detection scheme for iris based on quality related measures is presented. The novel anti-spoofing technique is tested on a database comprising over 1,600 real and fake (high quality printed images) iris samples proving to have a very high potential as an effective protection scheme against direct attacks. Furthermore, the liveness detection method presented has the added advantage over previously studied techniques of needing just one iris image (the same used for verification) to decide whether it comes from a real or fake eye.Keywords
This publication has 11 references indexed in Scilit:
- A high performance fingerprint liveness detection method based on quality related featuresFuture Generation Computer Systems, 2012
- Feature correlation evaluation approach for iris feature quality measureSignal Processing, 2010
- Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion AlgorithmsIEEE Transactions on Information Forensics and Security, 2009
- Iris quality assessment and bi-orthogonal wavelet based encoding for recognitionPattern Recognition, 2009
- Image understanding for iris biometrics: A surveyComputer Vision and Image Understanding, 2008
- A Comparative Study of Fingerprint Image-Quality Estimation MethodsIEEE Transactions on Information Forensics and Security, 2007
- Live face detection based on the analysis of Fourier spectraPublished by SPIE-Intl Soc Optical Eng ,2004
- How Iris Recognition WorksIEEE Transactions on Circuits and Systems for Video Technology, 2004
- Personal identification based on iris texture analysisIEEE Transactions on Pattern Analysis and Machine Intelligence, 2003
- Floating search methods in feature selectionPattern Recognition Letters, 1994