Hyperspectral image processing method and device

The invention provides a hyperspectral image processing method, a hyperspectral image processing device, electronic equipment and a computer readable program. The processing method comprises the following steps: carrying out dimension reduction on an original hyperspectral image to obtain image data and an image label; extracting spatial features of the image data and the image label by adopting aDeepLab network; processing the original hyperspectral image by using a stacked auto-encoder to extract spectral features; and carrying out weighted fusion on the spatial features and the spectral features to obtain spatial-spectral fusion features. The hyperspectral image processing method provided by the invention is an unsupervised processing method, a DeepLab network structure is utilized toextract the hyperspectral image, the stacked auto-encoder is utilized to extract the spectral characteristics of the hyperspectral image, and a marked sample of the hyperspectral image does not need to be used. 本申请提供一种高光谱图像的处理