Computer realization method using convolution neural network, apparatus for generating composite image and computer program product

摘要

A computer realization method using convolution neural network is provided.The computer implementation method includes processing the input image by a convolution neural network and generating an output image that includes the content features of the input image in which the characteristic features of the fine image are fused.The convolution neural network includes a feature extraction subnetwork, a fusion portion, and a decoding sub network.The process of processing input images by convolution neural networks isFeature extraction sub networkThe characteristic features of the image quality are extracted.Generating multiple quality feature maps andFeature extraction sub networkExtract the content feature of the input imageCreating multiple content feature mapsMultiple feature feature maps and multiple feature feature maps are fused using fusion.Generating multiple output feature mapsBy decoding subnetworkReconfiguring multiple output feature mapsGenerating output images and.[Orig] Figure 6A