Computational camera using fusion of image sensors
First Claim
1. A camera device, comprising:
- one or more monochromatic image sensors configured to capture light of an image as a clear image in monochrome;
one or more HDR color image sensors configured to capture the light of the image as a Bayer image;
a processing system to implement image processing algorithms of an image fusion application that is configured to;
demosaic the Bayer image to generate an initial color image;
generate a disparity map to establish correspondence between color image pixels of the initial color image and clear image pixels of the clear image;
generate a mapped color image based on the disparity map to map the initial color image onto the clear image;
denoise the clear image to generate a denoised clear image;
apply the denoised clear image as a guide image of a guided filter that filters the mapped color image to generate a filtered color image; and
fuse the filtered color image and the denoised clear image to produce an enhanced, high-resolution HDR color image.
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Accused Products
Abstract
A camera device includes monochromatic and color image sensors that capture an image as a clear image in monochrome and as a Bayer image. The camera device implements image processing algorithms to produce an enhanced, high-resolution HDR color image. The Bayer image is demosaiced to generate an initial color image, and a disparity map is generated to establish correspondence between pixels of the initial color image and clear image. A mapped color image is generated to map the initial color image onto the clear image. A denoised clear image is applied as a guide image of a guided filter that filters the mapped color image to generate a filtered color image. The filtered color image and the denoised clear image are then fused to produce an enhanced, high-resolution HDR color image, and the disparity map and the mapped color image are updated based on the enhanced, high-resolution HDR color image.
82 Citations
20 Claims
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1. A camera device, comprising:
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one or more monochromatic image sensors configured to capture light of an image as a clear image in monochrome; one or more HDR color image sensors configured to capture the light of the image as a Bayer image; a processing system to implement image processing algorithms of an image fusion application that is configured to; demosaic the Bayer image to generate an initial color image; generate a disparity map to establish correspondence between color image pixels of the initial color image and clear image pixels of the clear image; generate a mapped color image based on the disparity map to map the initial color image onto the clear image; denoise the clear image to generate a denoised clear image; apply the denoised clear image as a guide image of a guided filter that filters the mapped color image to generate a filtered color image; and fuse the filtered color image and the denoised clear image to produce an enhanced, high-resolution HDR color image. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A method, comprising:
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capturing light of an image as both a Bayer image and a clear image in monochrome; demosaicing the Bayer image to generate an initial color image; generating a disparity map to establish correspondence between color image pixels of the initial color image and clear image pixels of the clear image; generating a mapped color image based on the disparity map to map the initial color image onto the clear image; denoising the clear image to generate a denoised clear image; applying the denoised clear image as a guide image of a guided filter that filters the mapped color image to generate a filtered color image; and fusing the filtered color image and the denoised clear image to produce an enhanced, high-resolution HDR color image. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17)
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18. A portable device, comprising:
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a camera device configured to capture light of an image as both a Bayer image and a clear image in monochrome; one or more computer processors; and one or more computer-readable storage media having executable instructions thereon that, in response to execution by the one or more computer processors, perform operations comprising; performing a demosaicing algorithm to generate an initial color image from the Bayer image; performing a dynamic shifts algorithm to generate a disparity map that establishes correspondence between color image pixels of the initial color image and clear image pixels of the clear image; performing a mapping algorithm to generate a mapped color image based on the disparity map to map the initial color image onto the clear image; performing a fusion algorithm to apply a denoised clear image as a guide image of a guided filter that filters the mapped color image to generate a filtered color image, and fuse the filtered color image and the denoised clear image to produce an enhanced, high-resolution HDR color image; and performing the dynamic shifts algorithm to update the disparity map based on the enhanced, high-resolution HDR color image. - View Dependent Claims (19, 20)
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Specification