<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>This paper applies traditional cultural elements to modern interior design and first analyzes the expression types of traditional cultural elements. Secondly, the color and pattern elements in traditional cultural elements are extracted by color matrix and SIFT algorithm, and the pattern and color elements are applied to modern interior design using an intelligent recommendation algorithm. Next, the layout elements of traditional cultural elements are modeled, and the automatic layout algorithm is created to be utilized in modern interior design. Finally, the performance of extracting traditional cultural elements and their application are analyzed. The results show that the recognition rate of various colors is above 0.88, the extraction accuracy of the overall traditional cultural pattern elements is around 0.9, the overall degree of the graphic color element recommendation is greater than 0.88, the hierarchical difference between the traditional cultural layout and the intelligent layout is between [0.001, 0.01], and the functional difference is between (0, 0.02], and all of the automatic layout algorithms can be completed within 0.2s.</p>
</abstract>

This paper applies traditional cultural elements to modern interior design and first analyzes the expression types of traditional cultural elements. Secondly, the color and pattern elements in traditional cultural elements are extracted by color matrix and SIFT algorithm, and the pattern and color elements are applied to modern interior design using an intelligent recommendation algorithm. Next, the layout elements of traditional cultural elements are modeled, and the automatic layout algorithm is created to be utilized in modern interior design. Finally, the performance of extracting traditional cultural elements and their application are analyzed. The results show that the recognition rate of various colors is above 0.88, the extraction accuracy of the overall traditional cultural pattern elements is around 0.9, the overall degree of the graphic color element recommendation is greater than 0.88, the hierarchical difference between the traditional cultural layout and the intelligent layout is between [0.001, 0.01], and the functional difference is between (0, 0.02], and all of the automatic layout algorithms can be completed within 0.2s.

Application of traditional cultural elements in modern interior design in the era of artificial intelligence

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

This paper applies traditional cultural elements to modern interior design and first analyzes the expression types of traditional cultural elements. Secondly,...

Application of traditional cultural elements in modern interior design in the era of artificial intelligence

Published Online: Nov 20, 2023

Page range: -

Received: Dec 10, 2022

Accepted: May 31, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01197

Keywords
Artificial intelligence, Color matrix, SIFT algorithm, Recommendation algorithm, Automatic layout algorithm, Interior design

© 2023 Jue Wang, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Application of traditional cultural elements in modern interior design in the era of artificial intelligence

Published Online: Nov 20, 2023

Page range: -

Received: Dec 10, 2022

Accepted: May 31, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01197

KeywordsArtificial intelligence, Color matrix, SIFT algorithm, Recommendation algorithm, Automatic layout algorithm, Interior design

© 2023 Jue Wang, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Artificial intelligence, Color matrix, SIFT algorithm, Recommendation algorithm, Automatic layout algorithm, Interior design