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

<p>This paper constructs a morphological extraction model of Ganan Hakka architectural elements based on feature fusion using ResNet as the backbone network. Then, the extraction method of Ganan Hakka architectural colors based on the combination of multivariate fuzzy C-mean clustering algorithm and the K-mean++ algorithm is designed. The improved recommendation algorithm intelligently matches the extracted color and morphological elements and applies them to modern architectural interior design. The results show that the average time of interior design intelligent recommendation is 3.8s, the overall accuracy is above 0.94, and the degree of interior design intelligent matching is in the range of [0.78,0.99]. Based on this study, Ganan Hakka’s architectural elements can be well combined with modern architectural interiors to promote traditional culture.</p>
</abstract>

This paper constructs a morphological extraction model of Ganan Hakka architectural elements based on feature fusion using ResNet as the backbone network. Then, the extraction method of Ganan Hakka architectural colors based on the combination of multivariate fuzzy C-mean clustering algorithm and the K-mean++ algorithm is designed. The improved recommendation algorithm intelligently matches the extracted color and morphological elements and applies them to modern architectural interior design. The results show that the average time of interior design intelligent recommendation is 3.8s, the overall accuracy is above 0.94, and the degree of interior design intelligent matching is in the range of [0.78,0.99]. Based on this study, Ganan Hakka’s architectural elements can be well combined with modern architectural interiors to promote traditional culture.

Study on the Application of Ganan Hakka Architectural Elements in Modern Architectural Interior Design

Applied Mathematics and Nonlinear Sciences

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

This paper constructs a morphological extraction model of Ganan Hakka architectural elements based on feature fusion using ResNet as the backbone network....

Study on the Application of Ganan Hakka Architectural Elements in Modern Architectural Interior Design

Online veröffentlicht: 01. Nov. 2023

Seitenbereich: -

Eingereicht: 25. Dez. 2022

Akzeptiert: 12. Mai 2023

DOI: https://doi.org/10.2478/amns.2023.2.00936

Schlüsselwörter
Feature fusion, Fuzzy C-means, K-mean++ algorithm, Recommendation algorithm, Architectural elements, Interior design

© 2023 Xiang Lei et al., published by Sciendo

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

Study on the Application of Ganan Hakka Architectural Elements in Modern Architectural Interior Design

Online veröffentlicht: 01. Nov. 2023

Seitenbereich: -

Eingereicht: 25. Dez. 2022

Akzeptiert: 12. Mai 2023

DOI: https://doi.org/10.2478/amns.2023.2.00936

SchlüsselwörterFeature fusion, Fuzzy C-means, K-mean++ algorithm, Recommendation algorithm, Architectural elements, Interior design

© 2023 Xiang Lei et al., published by Sciendo

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

Schlüsselwörter
Feature fusion, Fuzzy C-means, K-mean++ algorithm, Recommendation algorithm, Architectural elements, Interior design