An efficient fire detection algorithm based on Mamba space state linear attention

Abstract As an emerging State Space Model (SSM), the Mamba model draws inspiration from the architecture of Recurrent Neural Networks (RNNs), significantly enhancing the global receptive field and feature extraction capabilities of object detection models. Compared to traditional Convolutional Neura...

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Bibliographic Details
Main Authors: Yuming Li, Yongjie Wang, Xiaorui Shao, Anbo Zheng
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-95162-z
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