Zhaoxin Li, Shuhua Lu, Lingqiang Lan, Qiyuan Liu. Convolutional Neural Network Method for Crowd Counting Improved using Involution Operator[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1815004
- Laser & Optoelectronics Progress
- Vol. 59, Issue 18, 1815004 (2022)
Fig. 1. Crowd counting network structure
Fig. 2. Generation and working principle of Involution kernel
Fig. 3. Examples of density map generation
Fig. 4. Example of the ablation experiment
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Table 1. Value of coefficient α in different datasets
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Table 2. Comparison results of the different methods
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Table 3. Ablation study on the SHHA dataset
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