Research and optimization of a multilevel fire detection framework based on deep learning and classical pattern recognition techniques
Abstract Fire detection technology is essential for safeguarding public safety and minimizing property damage. Despite advancements in both traditional methodologies and modern deep learning models, challenges such as suboptimal accuracy and elevated false alarm rates persist, particularly in comple...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-06721-3 |
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