Article
Research Progress of Diffusion Model in Crowd Activity Analysis
2025-10-07
Abstract excerpt
<title>Abstract</title> <p>In crowded settings, crowd behavior analysis plays a crucial role in ensuring public safety. Although traditional generative models such as GANs and VAEs have been applied to tasks such as crowd anomaly detection and trajectory prediction, they still have many shortcomings in terms of multimodality, temporal consistency, and controllability. In recent years, diffusion models have emerge...
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Identifiers and source
- Literature Corpus work
- 6c6cc0ae-f354-50d5-ae92-49422f94e5d6
- DOI
- 10.21203/rs.3.rs-7495913/v1