Research on Embroidery Feature Recognition Algorithm of Traditional National Costumes Based on Double-Layer Model

Abstract

In order to improve the visual communication ability of traditional national costume patterns, it is necessary to carry out image texture intelligent matching processing. A traditional national costume embroidery feature recognition algorithm based on a double-layer model is proposed. The traditional national costume pattern texture intelligent information acquisition model under the double-layer model is constructed to carry out texture imaging and feature segmentation of traditional national costume patterns, extract the texture histogram of traditional national clothing pattern and national design language, carry out texture segmentation and automatic matching under the two-layer model according to the histogram distribution, enhance and optimize the texture information of traditional national clothing pattern, extract the edge contour feature points of traditional national clothing pattern, and complete the embroidery feature recognition of traditional national clothing. The experimental results show that the designed recognition algorithm has high integrity and accuracy.

Convolutional neural network application for supply–demand matching in Zhuang ethnic clothing image classification

“…They further improved the performance of ethnic clothing image retrieval by employing a reordering strategy based on diffusion processes, providing new insights and technical references for researchers in the field of ethnic clothing image retrieval. Juan (2021) 19 conducted texture segmentation and automatic matching under a two-layer model based on histogram distribution, enhancing and optimizing the texture information of traditional ethnic clothing patterns. By extracting edge contour feature points of traditional ethnic clothing patterns, they achieved recognition of embroidery features in traditional ethnic clothing.…”

Retracted: Research on Embroidery Feature Recognition Algorithm of Traditional National Costumes Based on Double-Layer Model

“…Tis article has been retracted by Hindawi, as publisher, following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of systematic manipulation of the publication and peer-review process.…”