Guoyin REN, Xiaoqi LYU, Yuhao LI. Night vision dense crowd counting based on mid-term fusion of thermal imaging features[J]. Journal of Applied Optics, 2022, 43(6): 1088
- Journal of Applied Optics
- Vol. 43, Issue 6, 1088 (2022)
Fig. 1. Structure diagram of Rgb-T-net heatmap fusion perceptron
Fig. 2. Flow chart of overall system design
Fig. 3. Visualization of curve parameters in model training process
Fig. 4. Visualization results from ShanghaiTechPartA, ShanghaiTechPartB, UCF-QNRF and UCF_CC_50 datasets (from left to right: input images, real annotations, Bayesian results and results from proposed method)
Fig. 5. Crowd detection results on heatmap datasets
Fig. 6. Comparison of average precision recall curves
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Table 1. Parameter information for Rgb-T-CC dataset
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Table 2. Comparison of different state-of-the-art methods on Rgb-T-CC dataset
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Table 3. Comparison of different fusion methods on Rgb-T-CC dataset
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