Fig. 1
From: Decoding garden design language via semantic segmentation for social aesthetic interaction

Overall framework of the proposed approach integrating semantic segmentation, design language feature extraction, and social aesthetic analysis. The pipeline processes landscape images through semantic annotation, compositional feature extraction, and aesthetic modeling to establish relationships between visual design elements and public perception.