Solar Radiation Spectrum Shadow Correction
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Solution Overview
Problem
Existing image processing technologies face challenges in accurately correcting the fine gradation of shadows in observation images of ground surfaces, which hinders high-accuracy observation.
Innovation Solution
An image processing device and method that calculates a solar radiation spectrum based on observation images, components of the solar radiation spectrum, and estimated pure substance spectra, and converts the images to suppress shadow influence, using models like the Bird model to express solar radiation as direct and diffuse components.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If classification-based shadow correction is used, then shadow regions can be corrected, but fine gradation of shadows cannot be corrected with high accuracy
Solution Approach 1:
The patent changes the parameter from simple binary classification (shadow/non-shadow) to continuous solar radiation spectrum calculation. By computing the solar radiation spectrum for each pixel based on observation images and pure substance spectra, the system captures fine gradations in shadow thickness and intensity, enabling high-accuracy shadow correction while preserving subtle intensity variations.
2Measurement precision
If solar radiation spectrum calculation is performed for each pixel, then shadow correction accuracy is improved, but device complexity increases
Solution Approach 1:
The patent performs preliminary action by pre-calculating and storing the solar radiation spectrum components and pure substance spectra before actual shadow correction. The system pre-processes the observation images to extract spectral information, which is then reused for correction, reducing real-time computational complexity while maintaining high accuracy.
Solution Approach 2:
The patent introduces the solar radiation spectrum as an intermediary between the raw observation image and the corrected image. Instead of directly correcting shadows, the system first calculates the solar radiation spectrum for each pixel, which serves as a mediator that encodes shadow information, and then uses this spectrum to guide the correction process, simplifying the overall complexity.
Data Source
AI summary
An image processing device 100 includes a calculation unit 110 for calculating a solar radiation spectrum in a given area on the ground surface on the basis of an observed image of the area, a solar radiation spectrum component of the area, and the spectrum of a pure substance estimated in the area, and a conversion unit 120 for converting the observed image on the basis of the calculated solar radiation spectrum.


