Image multi-exposure fusion enhancement method and device, electronic equipment and storage medium

CN122928642APending Publication Date: 2026-10-16AEROSPACE INFORMATION RES INST CAS
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Patent Information

Application Number
CN202611103695.5
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-07-23
Publication Date
2026-10-16

AI Technical Summary

Technical Problem

[0004]本申请提供一种图像多曝光融合增强方法、装置、电子设备及存储介质,用以解决现有技术中空间环境的光照变化极端且复杂,训练数据难以覆盖多种动态场景,模型泛化能力差,导致图像融合增强效果较差的技术问题

Benefits of technology

[0015] This application also provides a computer program product, including a computer program that, when executed by a processor, implements the image multi-exposure fusion enhancement method as described above.

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Abstract

The application provides an image multi-exposure fusion enhancement method and device, electronic equipment and storage medium, and relates to the technical field of image processing. The method comprises the following steps: acquiring a multi-exposure image sequence to be processed, and converting each exposure image into a luminance component and a chrominance component; calculating the exposure sensitivity of each pixel position in the luminance component according to a sensitivity weight factor; obtaining a smoothed attention weight according to the exposure sensitivity; constructing a multi-scale Laplacian pyramid corresponding to the luminance component, and constructing a corresponding Gaussian pyramid according to the smoothed attention weight; performing weighted fusion on the pyramids layer by layer to obtain a fusion pyramid coefficient, and obtaining a fusion luminance component through reconstruction, and performing structure fidelity processing on the chrominance component to obtain a fusion chrominance component; and obtaining an enhanced image according to the fusion luminance component and the fusion chrominance component. The application can cover various dynamic scenes and effectively improve the image fusion enhancement effect.
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