Innovative Framework for Historical Architectural Recognition in China: Integrating Swin Transformer and Global Channel–Spatial Attention Mechanism
The digital recognition and preservation of historical architectural heritage has become a critical challenge in cultural inheritance and sustainable urban development. While deep learning methods show promise in architectural classification, existing models often struggle to achieve ideal results d...
Saved in:
Main Authors: | Jiade Wu, Yang Ying, Yigao Tan, Zhuliang Liu |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2025-01-01
|
Series: | Buildings |
Subjects: | |
Online Access: | https://www.mdpi.com/2075-5309/15/2/176 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Understanding the Role of Processes in Shaping the Compatibility of Contemporary Architecture in Historical Urban Environments
by: Jeongyoon Choi
Published: (2025-01-01) -
The Role of Architectural Preservation Processes on the Permanence of Heritage Buildings of Value
by: Sham Mustafa Qadir, et al.
Published: (2022-06-01) -
Le Bassin minier du Nord-Pas-de-Calais, un patrimoine évolutif et vivant. Entre conservation et évolution, enjeux et nouveau paradigme pour les projets d’architecture
by: Philippe Prost, et al.
Published: (2020-06-01) -
From mega to nano, a round trip. The process/project of protection, preservation and restoration of Cultural Heritage
by: Stefano Francesco Musso
Published: (2020-06-01) -
The Heritage-scape: Origins, Theoretical Interventions, and Critical Reception of a Model for Understanding UNESCO’s World Heritage Program
by: Michael A. Di Giovine
Published: (2018-09-01)