3 papers
cs.CV2025
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference
Zhengyang Lu, Bingjie Lu, Feng Wang
Physical and optical factors interacting with sensor characteristics create complex image degradation patterns. Despite advances in deep learning-based super-resolution, existing m…
cs.CV2024
Rethinking the Key Factors for the Generalization of Remote Sensing Stereo Matching Networks
Liting Jiang, Feng Wang, Wenyi Zhang +3
Stereo matching, a critical step of 3D reconstruction, has fully shifted towards deep learning due to its strong feature representation of remote sensing images. However, ground tr…
cs.CV2024
Unsupervised Stereo Matching Network For VHR Remote Sensing Images Based On Error Prediction
Liting Jiang, Yuming Xiang, Feng Wang +1
Stereo matching in remote sensing has recently garnered increased attention, primarily focusing on supervised learning. However, datasets with ground truth generated by expensive a…