基于改进GhostNet-FCOS的火灾检测算法

张融,张为

Fire detection algorithm based on improved GhostNet-FCOS

Rong ZHANG,Wei ZHANG

表 4 与基于传统图像特征的火灾检测算法对比

Tab.4 Comparison with fire detection algorithms based on traditional image features

算法 TPR/% TNR/% V1 V2 V3 V4 V5 文献[25] 92.50 94.21 — 95.45 — 文献[26] 92.25 94.59 — 96.15 — 文献[27] 93.00 94.98 — 96.50 — 文献[28] 93.10 95.70 — 100 — 文献[2] 96.15 100.0 94.29 100 95.20 文献[29] — 91.20 — 95.80 — 文献[3] 93.30 — — — 94.70 文献[30] 91.00 93.00 — 100 — 本文算法1 96.66 96.53 99.59 95.41 96.10 本文算法2 98.75 100 100 99.23 99.35