A new coefficient estimation method when using PCA for spectral super-resolution

2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ)(2021)

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摘要
Hyperspectral imaging can provide non-destructive measurement of different materials in many research areas such as agriculture, medical, food processing, and mineralogy. However, hyperspectral imaging also has its limitations, including low-spatial resolution and high cost both in equipment and computation. Meanwhile, RGB imaging is usually low cost and with a higher spatial resolution. In this p...
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关键词
Reflectivity,Costs,Dictionaries,Superresolution,Estimation,Machine learning,Spatial resolution
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