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Optical smoke detection based on SVM algorithm for precise classification

delete2026-02-14
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PRE
AI
W
Wei Liu
X
Xiang Zheng
Q
Qianhui He
T
Tian Deng *
DOI:10.1016/j.measurement.2026.120822delete
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Abstract

Abstract

En 中文
• A highly generalizable smoke fingerprint based on multi-dimensional scattered lights. • Robust smoke classification model based on support vector machines. • High-sensitivity and accuracy smoke detection suitable for the harsh environment.
Keywords:
Smoke fingerprint
Support vector machines
Optical detection
Smoke classification
Harsh environment

Journal

Measurement cover
Measurement
IF:
5.6
Papers:
1.9W
Citations:
5.4W

Organization

H
Huazhong University of Science and Technology
Scholars:
4.5K
Papers: 1.4K
Citations: 65