| license: mit | |
| task_categories: | |
| - video-classification | |
| tags: | |
| - anomaly-detection | |
| - skeleton | |
| - diffusion-model | |
| # 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](https://arxiv.org/abs/2412.03044) | |
| 💻 **Code**: [GitHub](https://github.com/Xiaofeng-Tan/FGDMAD-Code) | |
| 🌐 **Project Page**: [https://xiaofeng-tan.github.io/projects/FG-Diff/](https://xiaofeng-tan.github.io/projects/FG-Diff/) | |
| ## Citation | |
| ```bibtex | |
| @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} | |
| } | |
| ``` | |