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Image and depth from a conventional camera with a coded aperture

ACM Transactions on Graphics · 2007 · Vol. 26(3) · pp. 70–70

Abstract

A conventional camera captures blurred versions of scene information away from the plane of focus. Camera systems have been proposed that allow for recording all-focus images, or for extracting depth, but to record both simultaneously has required more extensive hardware and reduced spatial resolution. We propose a simple modification to a conventional camera that allows for the simultaneous recovery of both (a) high resolution image information and (b) depth information adequate for semi-automatic extraction of a layered depth representation of the image. Our modification is to insert a patterned occluder within the aperture of the camera lens, creating a coded aperture. We introduce a criterion for depth discriminability which we use to design the preferred aperture pattern. Using a statistical model of images, we can recover both depth information and an all-focus image from single photographs taken with the modified camera. A layered depth map is then extracted, requiring user-drawn strokes to clarify layer assignments in some cases. The resulting sharp image and layered depth map can be combined for various photographic applications, including automatic scene segmentation, post-exposure refocusing, or re-rendering of the scene from an alternate viewpoint.

Image Processing Techniques and ApplicationsAdvanced Vision and ImagingOptical measurement and interference techniquesComputer visionArtificial intelligenceComputer scienceRendering (computer graphics)Depth mapFocus (optics)Coded apertureAperture (computer memory)Image resolutionSegmentation
Citations
948
FWCI
50.38
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References
33
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