FG-Diff: Frequency-Guided Diffusion Model for Skeleton-Based Video Anomaly Detection

This repository contains the pre-processed skeleton trajectory datasets and model checkpoints for FG-Diff.

📄 Paper: arXiv:2412.03044
💻 Code: GitHub
🌐 Project Page: https://xiaofeng-tan.github.io/projects/FG-Diff/

Citation

@article{tan2024fgdiff,
  title={FG-Diff: Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection},
  author={Tan, Xiaofeng and Wang, Hongsong and Geng, Xin and Wang, Liang},
  journal={arXiv preprint arXiv:2412.03044},
  year={2024}
}