>> Here, we give a comparison of our optimized coded aperture pair with the optimized large/small circular aperture pair with respect to depth from defocus.
>> This comparison also serves as a demonstration of a Depth from Defocus Algorithm and the proposed Generalized Weiner deconvolution algorithm.
All the code and data to reproduce these results is available to download.
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demoCodedAperturePair.m
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Defocus.m: code to synthesize defocused images
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Deblurring.m: defocus deblurring algorithm (the Generalized Weiner Deconvolution Algorithm is included here.)
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zDFD.m: the depth from defocus algorithm
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eMakePrior.m: the function to create the prior matrix
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Other M files and data
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*Compare our Optimized Coded Aperture Pair with Circular Aperture Pair*
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Contents
Load Image and Depth map
Load Aperture Pair
The optimized coded aperture pair [Zhou et al. ICCV 2009]
The optimized circular aperture pair (radius ratio = 1.5)
Synthesize defocused image
The two defocused images using the optimized optimized aperture pair
The two defocused images using the optimized circular aperture pair
Depth Estimation
Estimated Depth Map Using the Optimized Coded Aperture Pair
Estimated Depth Map Using the Optimized Circular Aperture Pair
Defocus Deblurring
Ground Truth All-Focused Image (Left)
Recovered All-Focused Image using Optimized Coded Aperture Pair (Right)
Ground Truth All-Focused Image (Left)
Recovered All-Focused Image using Optimized Circular Aperture Pair (Right)
