Author

Zhi-Hao Xi

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Open access 2026

DenseRS-CLIP: Enhancing Dense Feature Representation of Remote Sensing CLIP via Attention-Decoupled Dual-Branch Distillation

Existing remote sensing vision–language foundation models mainly follow the CLIP-style global image-text alignment paradigm. While effective for image-level semantic understanding, this paradigm leaves patch-level representations insufficiently discriminative and spatially inconsistent for dense prediction tasks. To ad...

Yupeng Deng, Wei-Zhi Chen, Jiansheng Chen et al. · IEEE Journal of Selected Top... · 0 citations

Jul 2026

ObliCity: A Benchmark and Baseline for Roof-to-Ground Projection Displacement Correction

This work reformulates DragOSM into DragRoof, an ODE-based framework inspired by human annotation behavior, and introduces the Oblique City dataset (ObliCity), the first large-scale benchmark that integrates high-resolution UAV imagery and globally distributed satellite data, covering diverse city morphologies and came...

Kai Li, Yupeng Deng, Li-Gao Deng et al. · arXiv.org · 0 citations