Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 8, Issue 2


Published
on

November 1, 2023


Pages


DOI

Article

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


Authors

Xiang Lei Affiliation:
College of Design Engineering, Jiangxi College of Applied Technology, Ganzhou, Jiangxi, 341000, China.
, Limin Guo Affiliation:
College of Design Engineering, Jiangxi College of Applied Technology, Ganzhou, Jiangxi, 341000, China.
and Yang Liu Affiliation:
College of Design Engineering, Jiangxi College of Applied Technology, Ganzhou, Jiangxi, 341000, China.


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.


Keywords

Feature fusion, Fuzzy C-means, K-mean++ algorithm, Recommendation algorithm, Architectural elements, Interior design, 65D17


Citation

Lei, X., Guo, L., & Liu, Y. (2023). Study on the application of ganan hakka architectural elements in modern architectural interior design. Applied Mathematics and Nonlinear Sciences, 8(2). https://doi.org/10.2478/amns.2023.2.00936

Published by: Engineering Journals

Engineering Journals Logo