community · 5 papers
Millimeter-Wave Crowd Counting
Crowd counting, density estimation, and motion tracking in dense human gatherings form the core problem, addressed through both computer vision methods (CNN-based density map estimation) and millimeter-wave radar sensing. The work spans traditional camera-based approaches and newer mmWave radar systems for stationary crowd counting in real-world environments such as restaurants. Fluid dynamics models are also explored for estimating motion patterns in high-density crowds.
Papers in this community
- A survey of recent advances in CNN-based single image crowd counting and density estimation 2018 DOI ↗
- MMCOUNT: Stationary Crowd Counting System Based on Commodity Millimeter-Wave Radar 2024 DOI ↗
- Recent trends in crowd analysis: A review 2021 DOI ↗
- Counting and Tracking People to Avoid from Crowded in a Restaurant Using mmWave Radar 2023 DOI ↗
- Motion estimation of high density crowd using fluid dynamics 2020 DOI ↗