Short-wave infrared image processing method, device and equipment based on silicon sensor camera

The invention provides a short-wave infrared image processing method, device and equipment based on a silicon sensor camera, and the method comprises the steps: obtaining a to-be-processed original image which is an infrared image comprising at least two wavebands; decomposing the original image by adopting a pre-trained decomposition network model to obtain decomposed sub-images corresponding toeach waveband; converting the decomposed sub-images corresponding to each waveband by adopting a pre-trained conversion network model to obtain converted sub-images corresponding to each decomposed sub-image; and adopting a pre-trained reconstruction network model to synthesize the conversion sub-images to obtain the infrared short-wave image, so that the imaging resolution can be improved, and the cost can be saved. 本申请提供一种基于硅传感器相机的短波红外图像处理方法、装置及设备，该方法包括：获取待处理的原始图像，其中，所述原始图像为包括至少两个波段的红外图像；采用预先训练好的分解网络模型，对所述原始图像进行分解，获得各波段对应的分解子图像；采用预先训练好的转换网络模型，对各波段对应的所述分解子图像进行转换，获得各分解子图像对应的转换子图像；采用预先训练好的重构网络模型，将各所述转换子图像进行合成，获得红外短波图像可