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Light field refocusing method

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TLDR
In this paper, a light field refocusing method was proposed to obtain a super-resolution image from a single image using a series of sub-aperture images captured by a single light field camera.
Abstract
The invention relates to a light field refocusing method, and the method comprises the following steps: initialization: extracting a sub-aperture image corresponding to an image photographed by a light field camera; recording position information: recording the position information of the extracted sub-aperture image of the light field camera; first super-recognition: taking one sub-aperture image according to the sequence, and carrying out the first super-recognition of the sub-aperture image through employing the trained super-recognition method; carrying out the super-recognition of the next sub-aperture image through employing the same method till the super-recognition of the last sub-aperture image is carried out; super-recognition focusing: obtaining a high-resolution refocus through employing the information of the sub-aperture images at the adjacent positions after refocusing conversion, a super-recognition reconfiguration method and a series of sub-aperture images. The multiple of a finally obtained light field camera super-resolution image is much greater than the multiple which can be obtained through a conventional super-recognition method, and greatly improves the resolution of a light field camera image obtained through a conventional method.

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Citations
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References
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Patent

Light field microscopical method based on FPM

TL;DR: In this paper, a light field microscopical method based on FPM is proposed to collect high-definition wide-vision images through the light field microscope, carrying out view separation on the obtained highdefinition widevision images, and obtaining wanted results through refocusing by means of results of view separation.
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Super-resolution large-view-field infrared imaging method

TL;DR: In this paper, a super-resolution large-view-field infrared imaging method was proposed, which comprises the steps of (1) building a multi-bore-diameter imaging model, (2) arranging a compressed encoding template, (3) acquiring a low-resolution encoding image array, (4) reconstructing a compressed image image array and (5) reconstructioning a superresolution large view field.
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Method and apparatus for processing light-field image

TL;DR: In this article, a cost function for offset estimation of each unit image according to intensity change information and gradient change information was proposed, and a high-resolution light field was reconstructed by using the offset of each image.
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