Transformer-based fire detection using moderate resolution imaging spectroradiometer

Jin Sha

doi:10.1016/j.asr.2026.03.071

Transformer-based fire detection using moderate resolution imaging spectroradiometer

2026-03-22

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DOI：10.1016/j.asr.2026.03.071

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Abstract

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• A novel transformer-based model was proposed, named FireFormer, for moderate-resolution fire detection (MrFD). • A new local multi-head self-attention mechanism was proposed to capture and exploit the features of fire points. • Experimental results show that our FireFormer achieves the best.

Keywords:

Fire detection

Transformer model

Moderate-resolution imaging

Spectroradiometer

Local multi-head self-attention

Transformer-based fire detection using moderate resolution imaging spectroradiometer

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