KEYWORDS: Education and training, Gallium nitride, Data modeling, Visualization, Visual process modeling, Reflection, Image analysis, Covariance, Analytical research, Video
Generated Adversarial Network has been widely used in the field of image style transfer. Among them, ChipGAN is specifically aimed at the study of Chinese ink painting style transfer. In previous studies, it has demonstrated its excellent transfer effect at the visual level. In this paper, using CycleGAN and ChipGAN model, we adjust the parameters by controlling the variable method, quantitatively compare the image style transfer of the two models on the basis of visual effect comparison, and prove the effectiveness of ChipGAN in ink style transfer and the complexity in training.
KEYWORDS: Clouds, 3D modeling, Data modeling, Denoising, Feature extraction, 3D image processing, 3D metrology, 3D image restoration, Performance modeling, Data centers
Three-dimensional scanning technology, graphic image processing, virtual reality and other technologies are an important and inevitable way to protect cultural relics. With the passage of time, most of the cultural relics have been removed. Aiming at the main process of fragmenting cultural relics restoration based on point cloud processing, this paper summarizes the algorithms of 3d data denoising and simplification, model feature extraction, model classification and model assembling in virtual restoration of fragmenting cultural relics.
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