Semantic-Guided Fusion Network for Multi-Source Remote Sensing Image Classification

arXiv:2609.27854 · eess.IV, cs.CV · Submitted 2026-09-16 · Read on arXiv

eess.IV, cs.CV

Submitted: 2026-09-16

Updated: 2026-09-16

Code: https://github.com/oucailab/SGFNet

Terminology

• Frequency Modulated Fusion Block — 8× in this paper
• Semantic Mixing Convolution Block — 7× in this paper
• Accuracy — 5× in this paper · explained in 1 episode
• Benchmark — 5× in this paper · explained in 2 episodes
• Transformer — 4× in this paper · explained in 2 episodes
• Ablation — 3× in this paper · explained in 1 episode
• Ablation study — 3× in this paper · explained in 1 episode
• Aperture — 2× in this paper · explained in 1 episode
• Data Fusion — 2× in this paper · explained in 3 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• AdamW Optimizer — 1× in this paper · explained in 1 episode
• Average Accuracy — 1× in this paper
• Computational overhead — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Overall Accuracy — 1× in this paper
• Principal Component Analysis — 1× in this paper
• Principal Component Analysis (PCA) — 1× in this paper · explained in 4 episodes
• Transformer Architecture — 1× in this paper · explained in 2 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

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