Multimodal remote sensing change detection: An image matching perspective

2026/03/01 by Hongruixuan Chen, Cuiling Lan, Jian Song +4

paper · doi:10.1016/j.isprsjprs.2026.02.004

Citations

• Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation
• BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
• CD-GAN: a robust fusion-based generative adversarial network for unsupervised remote sensing change detection with heterogeneous sensors
• Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection
• Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping
• Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images
• Fast and Robust Matching for Multimodal Remote Sensing Image Registration
• Spectral alignment of multi-temporal cross-sensor images with automated kernel canonical correlation analysis
• SLIC Superpixels Compared to State-of-the-Art Superpixel Methods
• Distinctive Image Features from Scale-Invariant Keypoints