Author

Maojun Zhang

2 papers indexed here

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Preprint Oct 2026

LoD-Loc v4: Towards Generalized Aerial Visual Localization via Panoptic LoD 3D Map Registration

Aerial visual localization over Level-of-Detail (LoD) 3D Maps has recently gained significant traction due to its global scalability, storage efficiency, and privacy-preserving nature. However, existing methods rely almost exclusively on building elements, which leads to catastrophic localization failures in rural or u...

Shuai Peng, Cheng-Ming Zhang, Jue-Lin Zhu et al. · 0 citations

Open access Sep 2026

Dual-Branch GCN-Mamba Network with Semantic-Guided Meta-Learning for Multimodal Remote Sensing Classification

SGML-net is proposed, a semantic-guided meta-learning framework that combines dual-stream feature extraction, adaptive feature fusion and a collaborative GCN-Mamba representation module and a two-stage training strategy that first meta-learns task-adaptive semantic priors and then uses them as stable guidance for globa...

Hao-Dong Zhou, Chen Chen, Yu Liu et al. · Remote Sensing · 0 citations