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Author

Hamzah Luqman

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2026

Relational Graph-Guided Selective State-Space Model for Hyperspectral Image Classification

Hyperspectral image (HSI) classification remains challenging under extreme label scarcity and spatially disjoint supervision, where models must generalize across heterogeneous materials while producing spatially consistent maps at scale. This article proposes RGMamba (RGM), a relational graph-guided selective state-spa...

Muhammad Ahmad, Hamzah Luqman, Manuel Mazzara · 0 citations
Conference Open access Jul 2026

ViPo-MLLM: Visual-Pose Multimodal LLM for Gloss-Free Sign Language Translation

The ViPo-MLLM model attained competitive performance compared to gloss-based recognition approaches, confirming the effectiveness of the proposed pose cues and cross-modal attention mechanisms.

A. Hasanaath, Bicheng Xu, Mir Rayat Imtiaz Hossain et al. · 0 citations

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