metadata
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
💻 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}
}