2 results about "Reef" patented technology

The invention relates to a sea island remote sensing image geological classification method based on a Deeplabv3 + network model, and the method is technically characterized in that the method comprises the steps: obtaining an original remote sensing image of a coral island, and carrying out the data preprocessing of the original remote sensing image; establishing a geological classification system of the coral reefs, and performing feature extraction and classification on the preprocessed remote sensing images to obtain a geological classification data set of the coral reefs; training the Deeplabv3 + convolutional neural network and the ResNet residual network model by using the geological classification data set of the coral island reef to obtain a trained identification and classification model; and performing prediction by using the trained identification and classification model to obtain a sea island reef remote sensing geological classification result map. The method is reasonable in design, is used for high-resolution remote sensing image classification of ocean coral reefs, has relatively high classification precision, can better distinguish details among different ground features, has the overall classification precision and the Kappa coefficient of 97.57% and 0.9643, and can be widely applied to remote sensing geological classification of sea reefs.