Image fusion method and apparatus, storage medium, and electronic device
AssigneeZhejiang Uniview Technologies Co., Ltd.
InventorYanan Zhang
Life of this patent
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Abstract
Provided are an image fusion method, a storage medium and an electronic device are to-be-fused are acquired. Luminance and chrominance separation is performed on the visible light image to extract a luminance component and a chrominance component. Luminance fusion is performed on the luminance component of the visible light image and the infrared image to obtain a luminance fusion result. Image reconstruction is performed according to the luminance fusion result and the chrominance component of the visible light image to obtain a fused image.
Claims17
An image fusion method, comprising:
- acquiring a visible light image and an infrared image which are to-be-fused;
- performing luminance and chrominance separation on the visible light image to extract a luminance component of the visible light image and a chrominance component of the visible light image;
- performing luminance fusion on the luminance component of the visible light image and the infrared image to obtain a luminance fusion result;
- and
- performing image reconstruction according to the luminance fusion result and the chrominance component of the visible light image to obtain a fused image,
- wherein performing the luminance fusion on the luminance component of the visible light image and the infrared image to obtain the luminance fusion result comprises:
- correcting the infrared image according to the luminance component of the visible light image to obtain a corrected infrared image;
- performing image layer decomposition on the luminance component of the visible light image and the corrected infrared image, respectively, and performing corresponding fusion on a plurality of layers of the luminance component of the visible light image obtained after the image layer decomposition and a plurality of layers of the corrected infrared image obtained after the image layer decomposition;
- and
- superimposing results of performing corresponding fusion on the plurality of layers of the luminance component of the visible light image obtained after the image layer decomposition and the plurality of layers of the corrected infrared image obtained after the image layer decomposition to obtain the luminance fusion result.
A non-transitory computer-readable storage medium, storing a computer program, wherein the computer program, when executed by a processor, implements:
- acquiring a visible light image and an infrared image which are to-be-fused;
- performing luminance and chrominance separation on the visible light image to extract a luminance component of the visible light image and a chrominance component of the visible light image;
- performing luminance fusion on the luminance component of the visible light image and the infrared image to obtain a luminance fusion result;
- and
- performing image reconstruction according to the luminance fusion result and the chrominance component of the visible light image to obtain a fused image,
- wherein performing the luminance fusion on the luminance component of the visible light image and the infrared image to obtain the luminance fusion result comprises:
- correcting the infrared image according to the luminance component of the visible light image to obtain a corrected infrared image;
- performing image layer decomposition on the luminance component of the visible light image and the corrected infrared image, respectively, and performing corresponding fusion on a plurality of layers of the luminance component of the visible light image obtained after the image layer decomposition and a plurality of layers of the corrected infrared image obtained after the image layer decomposition;
- and
- superimposing results of performing corresponding fusion on the plurality of layers of the luminance component of the visible light image obtained after the image layer decomposition and the plurality of layers of the corrected infrared image obtained after the image layer decomposition to obtain the luminance fusion result.
An electronic device, comprising a memory, a processor and a computer program stored in the memory and executable by the processor, wherein the processor, when executing the computer program, implements:
- acquiring a visible light image and an infrared image which are to-be-fused;
- performing luminance and chrominance separation on the visible light image to extract a luminance component of the visible light image and a chrominance component of the visible light image;
- performing luminance fusion on the luminance component of the visible light image and the infrared image to obtain a luminance fusion result;
- and
- performing image reconstruction according to the luminance fusion result and the chrominance component of the visible light image to obtain a fused image,
- wherein performing the luminance fusion on the luminance component of the visible light image and the infrared image to obtain the luminance fusion result comprises:
- correcting the infrared image according to the luminance component of the visible light image to obtain a corrected infrared image;
- performing image layer decomposition on the luminance component of the visible light image and the corrected infrared image, respectively, and performing corresponding fusion on a plurality of layers of the luminance component of the visible light image obtained after the image layer decomposition and a plurality of layers of the corrected infrared image obtained after the image layer decomposition;
- and
- superimposing results of performing corresponding fusion on the plurality of layers of the luminance component of the visible light image obtained after the image layer decomposition and the plurality of layers of the corrected infrared image obtained after the image layer decomposition to obtain the luminance fusion result.
Dependencies are inferred from the claim text.