Method and system for improving infrared image reconstruction capability of power equipment

The invention discloses a method and system for improving the infrared image reconstruction capability of power equipment, and belongs to the technical field of infrared image processing, and the method comprises the steps: replacing an activation function in an EA-GAN (edge attention generative adversarial network) with a Meta-Amonc activation function based on the EA-GAN; replacing an edge attention model in a residual block of a generator of the EA-GAN according to a double attention module composed of a position attention module and a channel attention module, adding the double attention module to the tail end of a sixth residual block of a discriminator of the EA-GAN, and improving the EA-GAN; acquiring an infrared image of the power equipment, and performing reconstruction through the improved edge attention generative adversarial network to improve the resolution of the infrared image of the power equipment; according to the method, the reconstruction effect of the infrared image of the power equipment