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cs.CV2025
PromptMID: Modal Invariant Descriptors Based on Diffusion and Vision Foundation Models for Optical-SAR Image Matching
Han Nie, Bin Luo, Jun Liu +4
The ideal goal of image matching is to achieve stable and efficient performance in unseen domains. However, many existing learning-based optical-SAR image matching methods, despite…
cs.CV2024
Bi-temporal Gaussian Feature Dependency Guided Change Detection in Remote Sensing Images
Yi Xiao, Bin Luo, Jun Liu +2
Change Detection (CD) enables the identification of alterations between images of the same area captured at different times. However, existing CD methods still struggle to address…
cs.CV2024
REMM:Rotation-Equivariant Framework for End-to-End Multimodal Image Matching
Han Nie, Bin Luo, Jun Liu +3
We present REMM, a rotation-equivariant framework for end-to-end multimodal image matching, which fully encodes rotational differences of descriptors in the whole matching pipeline…