1 February 2006 Research iris serial images quality assessment method based on HVS
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Proceedings Volume 6034, ICO20: Optical Design and Fabrication; 60341T (2006) https://doi.org/10.1117/12.668167
Event: ICO20:Optical Devices and Instruments, 2005, Changchun, China
Abstract
Iris recognition can be widely used in security and customs, and it provides superiority security than other human feature recognition such as fingerprint, face and so on. The iris image quality is crucial to recognition effect. Accordingly reliable image quality assessments are necessary for evaluating iris image quality. However, there haven't uniformly criterion to Image quality assessment. Image quality assessment have Objective and Subjective Evaluation methods, In practice, However Subjective Evaluation method is fussy and doesn't effective on iris recognition. Objective Evaluation method should be used in iris recognition. According to human visual system model (HVS) Multi-scale and selectivity characteristic, it presents a new iris Image quality assessment method. In the paper, ROI is found and wavelet transform zero-crossing is used to find Multi-scale edge, and Multi-scale fusion measure is used to assess iris image quality. In experiment, Objective and Subjective Evaluation methods are used to assess iris images. From the results, the method is effectively to iris image quality assessment.
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Zhi-hui Li, Zhi-hui Li, Chang-hai Zhang, Chang-hai Zhang, Xing Ming, Xing Ming, Yong-hua Zhao, Yong-hua Zhao, } "Research iris serial images quality assessment method based on HVS", Proc. SPIE 6034, ICO20: Optical Design and Fabrication, 60341T (1 February 2006); doi: 10.1117/12.668167; https://doi.org/10.1117/12.668167
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