Image Representational Path of Regional Cultural and Creative Products Based on Genetic Algorithm

Abstract

Wenchuang product is the abbreviation of cultural and creative products, which is a modern extension of traditional culture. Its dissemination is conducive to enhancing the popularity, appeal, and influence of Chinese traditional culture. As an important carrier and manifestation of cultural and creative industries, Wenchuang products are the integration of regional cultural industry development and the dominant presentation of regional politics, culture, and economy. As a highly parallel, random, and adaptive search algorithm, genetic algorithm has been widely used in personalized product design, conceptual design, product optimization design, and intelligent design, etc. Based on the genetic algorithm, this paper studies the image representation of regional cultural and creative products. In the field of image representation design of regional cultural and creative products, tree structure coding, real number coding, binary coding, etc. are widely used in this field, and these coding methods all meet the innovative requirements of designers. In the field of image representation design of regional cultural and creative products, genetic coding, as a very important part of applying genetic algorithm, plays a very important role in its research and application.

Multi-Objective Image Optimization of Product Appearance Based on Improved NSGA-Ⅱ

“…As discussed in Section 1, customers' feelings regarding a product are often communicated via multimodal images, which is effectively a multi-objective optimization issue. Presently, generally utilized optimization techniques like genetic algorithms [24] and particle swarm optimization algorithms [25] can be applied to search for products with special imagery that satisfies users. Nevertheless, these algorithms need exact image criteria from the user and deliver just one solution each run.…”

Creation Assistance of Cultural Confidence Aesthetic Works Based on Image Processing Technology

“…Techniques like color correction, contrast adjustment, and noise reduction breathe new life into historical artifacts, bringing out their vibrant hues and intricate details [4]. Moreover, employing pattern recognition algorithms enables us to highlight the unique motifs and designs embedded within these cultural treasures, fostering a deeper appreciation for their craftsmanship and symbolism [5]. Augmented reality further enriches the experience by overlaying contextual information, such as historical background or cultural significance, seamlessly blending the virtual with the real.…”

Retracted: Image Representational Path of Regional Cultural and Creative Products Based on Genetic Algorithm

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [ 1 ]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process: Discrepancies in scope Discrepancies in the description of the research reported Discrepancies between the availability of data and the research described Inappropriate citations Incoherent, meaningless and/or irrelevant content included in the article Peer-review manipulation …”

“…Tis article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”