SYSTEM AND METHOD FOR GAUSSIAN PROCESS AND DEEP LEARNING ATMOSPHERIC CORRECTION
Embodiments can relate to a system for producing a digital image by automatically correcting for scattering and/or absorption effects in an original digital image. The system can include a processor. The system can include memory containing a computer program that when executed will cause the proces...
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| Main Authors | , |
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| Format | Patent |
| Language | English |
| Published |
02.05.2024
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| Subjects | |
| Online Access | Get full text |
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| Abstract | Embodiments can relate to a system for producing a digital image by automatically correcting for scattering and/or absorption effects in an original digital image. The system can include a processor. The system can include memory containing a computer program that when executed will cause the processor to receive radiance spectra of a digital image, and execute a Gaussian machine learning model. The system can generate a reflectance parameter by predicting a ground reflectance value based on a Gaussian probability distribution of radiance spectra. The system can solve for a conversion coefficient based on the reflectance parameter. The system can produce an altered digital image by at least one or more of removing, filtering, and/or altering data for at least one pixel of a digital image based on the conversion coefficient. |
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| AbstractList | Embodiments can relate to a system for producing a digital image by automatically correcting for scattering and/or absorption effects in an original digital image. The system can include a processor. The system can include memory containing a computer program that when executed will cause the processor to receive radiance spectra of a digital image, and execute a Gaussian machine learning model. The system can generate a reflectance parameter by predicting a ground reflectance value based on a Gaussian probability distribution of radiance spectra. The system can solve for a conversion coefficient based on the reflectance parameter. The system can produce an altered digital image by at least one or more of removing, filtering, and/or altering data for at least one pixel of a digital image based on the conversion coefficient. |
| Author | BASENER, Abigail BASENER, William |
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| Snippet | Embodiments can relate to a system for producing a digital image by automatically correcting for scattering and/or absorption effects in an original digital... |
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| SubjectTerms | CALCULATING COMPUTING COUNTING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS |
| Title | SYSTEM AND METHOD FOR GAUSSIAN PROCESS AND DEEP LEARNING ATMOSPHERIC CORRECTION |
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