Multimodal Cultural Heritage Architectural Style Classification for Residential Buildings in the UAE Based on CLIP Embeddings and SVM

arXiv:2609.17181 · cs.CV, cs.AI · Submitted 2026-09-15 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-15

Updated: 2026-09-15

Comments: 8 pages, 8 figures, 3 tables, published at 15th International Conference on Intelligent Systems: Theories and Applications

Journal ref: 2025 International Conference on Intelligent Systems: Theories and Applications (SITA), Rabat, Morocco, 2025, pp. 1-8

DOI: 10.1109/SITA67914.2025.11273491

Project page: https://voide1220.github.io/Holism

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Clustering — 22× in this paper · explained in 2 episodes
• Accuracy — 18× in this paper · explained in 1 episode
• Embeddings — 13× in this paper · explained in 2 episodes
• Feature Extraction — 8× in this paper · explained in 2 episodes
• F1 Score — 5× in this paper · explained in 3 episodes
• Ablation — 4× in this paper · explained in 1 episode
• Ablation study — 4× in this paper · explained in 1 episode
• Artificial Intelligence — 4× in this paper
• Multimodal Fusion — 3× in this paper · explained in 3 episodes
• Multimodal Learning — 3× in this paper · explained in 2 episodes
• United Arab Emirates — 3× in this paper
• Contrastive Language-Image Pre-training — 2× in this paper
• Generalization — 2× in this paper · explained in 13 episodes
• Support Vector Machine — 2× in this paper
• Adaptability — 1× in this paper · explained in 1 episode
• Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Convolutional Neural Networks (CNNs) — 1× in this paper · explained in 2 episodes
• Generalizability — 1× in this paper · explained in 6 episodes
• Multi-objective Optimization — 1× in this paper · explained in 4 episodes
• Multimodal approach — 1× in this paper · explained in 2 episodes
• Radial Basis Function — 1× in this paper
• Robustness — 1× in this paper · explained in 5 episodes
• Semantic Gap — 1× in this paper · explained in 2 episodes
• Sum of Squared Error — 1× in this paper
• Transformer — 1× in this paper · explained in 2 episodes
• Uniform Manifold Approximation and Projection — 1× in this paper

Sources

• ArchSeek: Retrieving Architectural Case Studies Using Vision-Language Models

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