Object/Crowd Counting - Density Map

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Reference

• 人群密度图生成-Python实现
• Adaptive_density_map
• ASPDNet - density map
• CSRNet - density map
• Fast computing density maps for ShanghaiTech
• NWPU - density map - CUDA
• 2019 Adaptive Density Map Generation for Crowd Counting
• Adaptive Density Map Generation for Crowd Counting - 笔记
• 2020 Kernel-based Density Map Generation for Dense Object Counting

Brief

• Learning To Count Objects in Images - normalized 2D Gaussian kernel
• MCNN - 自适应卷积核 (临近点距离相关)

Traditional Density Map Generation

Adaptive Density Map Generation

Kernel-based Density Map Generation

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