Panoramic image and panoramic video super-resolution processing method, device and product

The invention relates to the technical field of image processing, and provides a panoramic image and panoramic video super-resolution processing method, device and product, which can keep more image details while enabling a panoramic image to be clearer, and effectively optimize a super-resolution reconstruction effect. The method comprises the following steps: obtaining a panoramic image, and obtaining a pre-trained reversible neural network model; the reversible neural network model comprises a dedeformation network and a deformation reduction network corresponding to the dedeformation network; inputting the panoramic image into a reversible neural network model, converting the panoramic image into a deformation-removed panoramic image by a deformation-removing network in the reversible neural network model, outputting the deformation-removed panoramic image to a super-resolution network, and obtaining a super-resolution image of the deformation-removed panoramic image by the super-resolution network; and i