The invention relates to a
certificate photo
skin color optimization method,
system and device based on
image perception, and relates to the technical field of
image processing, and the method comprises the steps: carrying out the semantic analysis and extraction of a to-be-optimized
certificate photo image through a semantic analysis model, obtaining deep
semantic information, generating an optimization layer comprising a color layer and a color
gradation layer according to the deep
semantic information, and obtaining the color
gradation layer; according to the deep
semantic information, on the basis of the color layer and the color
gradation layer, generating corresponding adjustment parameter information, performing
skin color adjustment on the color layer according to adjustment parameters, and performing color gradation optimization adjustment on the color gradation layer according to the adjustment parameters to obtain an optimized target identification
photo image. According to the method, complex features of image color distribution are extracted, the image is decomposed into a plurality of independent image
layers, each
image layer can be finely adjusted, the color accuracy, the
contrast ratio and the overall visual effect are ensured, and the image optimization effect and optimization efficiency are improved.