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Author

Dong Li

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Open access Aug 2026

AB-SAM: A SAM-Based Asymmetric Boundary-Aware Model for the Semantic Segmentation of Small and Medium-Sized Landslides

The results demonstrate that AB-SAM provides a practical parameter-efficient framework for automated, hint-free landslide segmentation, although further evaluation across additional regions, sensors, and landslide-size distributions remains necessary.

Ji-Ting Tang, Zhiwei Liang, Su-Li Guo et al. · 0 citations
2026

TFVP-MLLM: Training-Free Visual Prompting Multimodal Large Language Model for Remote Sensing Image Classification

The multimodal large language models (MLLMs) have achieved breakthroughs in remote sensing applications because of their powerful cross-modal understanding, enabling effective alignment between linguistic descriptions and visual data. However, the existing MLLM-based approaches still suffer from challenges, such as ina...

Yifei Xu, Zi-Xiang Ni, Pingping Wei et al. · 0 citations

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