A Study of Expression and Creation of Picture Space in Painting and Photography Based on a Microscopic Perspective
Keywords:
Reversible Flow Model; Realism Smoothing; Optimal Transmission Loss; Style Migration; Painting and PhotographyAbstract
Photography technology and painting influence each other at the beginning of the invention of photography, the micro perspective of photography technology has changed the way people observe things, so that many painters began to use photography as a creative material to complete the paintings. The article firstly combed the expression form and aesthetic characteristics of painting art, and analyzed the application performance of painting art form in photography. A reversible Flow model is used to build an encoder-decoder to obtain the features of the photographic image, and then a realism smoothing module is introduced to complete the style alignment between the stylized features and the content features of the photographic image, and to optimize the realism style migration effect of the photographic image by combining the style loss and the optimal transmission loss. The photographic realism style is stronger than the subjective evaluation experiments of painting creation to analyze the integration effect of painting creation and photographic images. The FID value of the photorealistic style migration model is 184.16, which is 17.76% lower than the BiGAN model. The overall evaluation score of the painting was 4.075 when the painting was created using the style images generated by photorealism. The micro perspective explores the extent to which the composition, color and graphics of photographic images influence the creation of paintings, which helps paintings to access the spatially created forms of photographic images.