SYSTEM AND METHOD FOR MANAGING WATER

摘要

A device includes an image data receiving component, a vegetation index generation component, a GLC matrix component, a plurality of classifying components and a voting component. The image data receiving component receives multiband image data of a geographic region. The vegetation index generation component generates a normalized difference vegetation index based on the received multiband image data. The GLC matrix component generates a grey level co-occurrence matrix image band based on the received multiband image data. The classifying components generate land cover classifications based on the received multiband image data, the normalized difference vegetation index and the grey level co-occurrence matrix image band. The voting component generates a final land cover classification based a majority vote of the land cover classifications.

主权项

1. A device comprising:
an image data receiving component operable to receive multiband image data of a geographic region; a vegetation index generation component operable to generate a normalized difference vegetation index based on the received multiband image data; a grey level co-occurrence matrix generation component operable to generate a grey level co-occurrence matrix image band based on the received multiband image data; a first classification component operable generate a first land cover classification based on the received multiband image data, the normalized difference vegetation index and the grey level co-occurrence matrix image band; a second classification component operable generate a second land cover classification based on the received multiband image data, the normalized difference vegetation index and the grey level co-occurrence matrix image band; a third classification component operable generate a third land cover classification based on the received multiband image data, the normalized difference vegetation index and the grey level co-occurrence matrix image band; and a voting component operable to generate a final land cover classification based a majority vote of the first land cover classification, the second land cover classification and the third land cover classification.