miraclefactory / 2sds

[IJCAI 2022] Scene Separation & Data Selection: Temporal Segmentation Algorithm for Real-Time Video Stream Analysis. Pre-print available in the link below.

Scene Separation & Data Selection

This repo contains the Scene Separation and Data Selection Algorithm used for real-time video stream analysis.

This algorithm is a work featured in IJCAI 2022 workshop Spatio-Temporal Reasoning and Learning.

Slides and Papers

Go to /slides for the oral presentation slides, go to arXiv for the paper.
Watch our STRL2022 keynote presentation on YouTube or Bilibili.

TO DO List

1. add the previously implemented code to this repo
2. refine 2SDS architecture
3. consider a graph neural network approach

Citation

If you find this work useful, please cite our paper:

@misc{2sds2022,
    title={Scene Separation & Data Selection: Temporal Segmentation Algorithm for Real-time Video Stream Analysis}, 
    author={Yuelin Xin and Zihan Zhou and Yuxuan Xia},
    year={2022},
    eprint={2308.00210},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}