2010 · 17 citations · 13 references
ComputingComputer ScienceAuthenticationComputer VisionPhotographyBiometric AuthenticationComputational PhotographyImage ProcessingMotion AnalysisMotion BlurMotion EstimationBiometric MatchingComputational Photography SimulationImage BlurIris RecognitionMotion Blur DetectionMotion Blur EstimationMotion Blur Removal
We address the problem of sharp iris image capture from moving subjects for the purpose of biometric identification. We utilize recent research from the field of computational photography, and capture images using the flutter shutter technique of. Instead of capturing an image with traditional motion blur, we open and close the shutter several times during capture in order to effect invertible motion blur in the captured image. After applying automated blur estimation and de-blurring, we employ de-convolution to estimate a sharp image from the captured image. Through black-box testing with an existing iris matcher, we demonstrate the improved utility of these images for biometrics.
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An iterative technique for the rectification of observed distributions
L. B. Lucy · The Astronomical Journal · 1974 · 3.8K citations
Natural Sciences, Astronomy, Physics +10
High-quality motion deblurring from a single image
Qi Shan, Jiaya Jia, Aseem Agarwala · ACM Transactions on Graphics · 2008 · 1.4K citations
Image and depth from a conventional camera with a coded aperture
Anat Levin, Rob Fergus, Frédo Durand et al. · 2007 · 1K citations