2sds
[IJCAI 2022] Scene Separation & Data Selection: Temporal Segmentation Algorithm for Real-Time Video Stream Analysis. Pre-print available in the link below.
Science Score: 28.0%
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: arxiv.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.7%) to scientific vocabulary
Keywords
Repository
[IJCAI 2022] Scene Separation & Data Selection: Temporal Segmentation Algorithm for Real-Time Video Stream Analysis. Pre-print available in the link below.
Basic Info
- Host: GitHub
- Owner: miraclefactory
- License: cc-by-4.0
- Language: TeX
- Default Branch: main
- Homepage: https://arxiv.org/abs/2308.00210
- Size: 11.3 MB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 2
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
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
- add the previously implemented code to this repo
- refine 2SDS architecture
- 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}
}
Owner
- Name: Miracle Factory
- Login: miraclefactory
- Kind: organization
- Email: contact@miraclefactory.ai
- Website: http://miraclefactory.ai
- Repositories: 1
- Profile: https://github.com/miraclefactory
An AI development and research community.
Citation (citation.bib)
@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}
}