Abstract
Color is the basic element of printmaking art creation and also an important medium for artists to express their emotions. In order to improve the understanding of the print by tourists, the research first carries out image analysis of different colors, summarizes the common color image adjectives in the art of publishing and painting, then optimizes BP neural network algorithm by gradient promotion (GP) algorithm, and constructs a color language analysis technology based on GP-BP neural network review paradigm. Through this technology, the content of color expression of different types of print art works is analyzed. Then, the subjective evaluation of these print art works is carried out by questionnaire adjustment method. Finally, the subjective evaluation and network evaluation results are compared. On the three materials, the expression effect of color image adjectives such as “heavy light fast,” “modern classical,” “lively steady,” and “soft Yang Gang” is consistent (P value is greater than 0.05). The first set of print works mainly reflects the artist's “affinity cold” emotion. The MSE values of the evaluation results are less than 0.01. That is, the color language analysis technology of print art based on GP-BP neural network can reflect the artist's emotion to a certain extent when analyzing the color language of the print.
Highlights
Printmaking plays an important role in art
It is difficult to quickly have a basic understanding of the color of print language by themselves without a guide. erefore, this paper proposes a printmaking art color language analysis technology based on gradient promotion (GP)-BP neural network aesthetic paradigm, which aims to provide some help for the viewers to understand the printmaking art language
In recent years, there are a lot of researches on artificial neural network, printmaking art, painting art, color analysis, and so on, but there is a lack of research on color language analysis of printmaking art through artificial neural network. erefore, this paper proposes a color language analysis technology of print art based on GP-BP
Summary
Printmaking plays an important role in art. With the progress of the times, people’s spiritual and cultural aspects are developing in a diversified direction, and there are various ways of emotional expression [1]. e color language in print art can fully meet the needs of artists’ emotional expression. It shows that there are some differences in the perception and evaluation of two groups of color adjectives (color language expression) such as “warm cold” and “luxurious simple” in different types of print art works (copper print, wood print, and hemp glue print).
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