[Retracted] Remote Judgment Method of Painting Image Style Plagiarism Based on Wireless Network Multitask Learning

Abstract

Since the artistry of the work cannot be accurately described, the identification of reproducible plagiarism is more difficult. The identification of reproducible plagiarism of digital image works requires in-depth research on the artistry of artistic works. In this paper, a remote judgment method for plagiarism of painting image style based on wireless network multitask learning is proposed. According to this new method, the uncertainty of painting image samples is removed based on multitask learning algorithm edge sampling. The deep-level details of the painting image are extracted through the multitask classification kernel function, and most of the pixels in the image are eliminated. When the clustering density is greater than the judgment threshold, it can be considered that the two images have spatial consistency. It can also be judged based on this that the two images are similar, that is, there is plagiarism in the painting. The experimental results show that the discrimination rate is always close to 100%, the misjudgment rate of plagiarism of painting images has been reduced, and the various indicators in the discrimination process are the lowest, which fully shows that a very satisfactory discrimination result can be obtained.

Copycats vs. Original NFTs Detection: A Design Science Approach

“…Painting plagiarism often refers to copying or reusing the content and style of existing works (Wang, 2021). Frequent examples of painting plagiarism include adjusting the color, angle, size, shape, and relative position of the main content in the painting and rebuilding other objects using the main content of existing works.…”

Retracted: Remote Judgment Method of Painting Image Style Plagiarism Based on Wireless Network Multitask Learning

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [1].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:…”