초록 ▼

The spatial resolution of a multispectral digital image is enhanced in a process of the type wherein a higher spatial resolution panchromatic image is merged with a plurality of lower spatial resolution spectral band images. A lower spatial resolution panchromatic image is simulated and a Gram-Schmi

The spatial resolution of a multispectral digital image is enhanced in a process of the type wherein a higher spatial resolution panchromatic image is merged with a plurality of lower spatial resolution spectral band images. A lower spatial resolution panchromatic image is simulated and a Gram-Schmidt transformation is performed on the simulated lower spatial resolution panchromatic image and the plurality of lower spatial resolution spectral band images. The simulated lower spatial resolution panchromatic image is employed as the first band in the Gram-Schmidt transformation. The statistics of the higher spatial resolution panchromatic image are adjusted to match the statistics of the first transform band resulting from the Gram-Schmidt transformation and the higher spatial resolution panchromatic image (with adjusted statistics) is substituted for the first transform band resulting from the Gram-Schmidt transformation to produce a new set of transform bands. Finally, the inverse Gram-Schmidt transformation is performed on the new set of transform bands to produce the enhanced spatial resolution multispectral digital image.

대표청구항 ▼

[ What is claimed is:] [1.] A method of enhancing the spatial resolution of a multispectral digital image of the type wherein a higher spatial resolution panchromatic image is merged with a plurality of lower spatial resolution spectral band images, comprising the steps of:a) simulating a lower spat

[ What is claimed is:] [1.] A method of enhancing the spatial resolution of a multispectral digital image of the type wherein a higher spatial resolution panchromatic image is merged with a plurality of lower spatial resolution spectral band images, comprising the steps of:a) simulating a lower spatial resolution panchromatic image;b) performing a Gram-Schmidt transformation on the simulated lower spatial resolution panchromatic image and the plurality of lower spatial resolution spectral band images, employing the simulated lower spatial resolution panchromatic image as the first band in the Gram-Schmidt transformation, to produce a plurality of transformed bands;c) adjusting the statistics of the higher spatial resolution panchromatic image to match the statistics of the first transform band resulting from the Gram-Schmidt transformation to produce a modified higher spatial resolution panchromatic image;d) substituting the modified higher spatial resolution panchromatic image for the first transform band resulting from the Gram-Schmidt transformation to produce a new set of transform bands; ande) inverse Gram-Schmidt transforming the new set of transform bands to produce the enhanced spatial resolution multispectral digital image.