https://github.com/yonetaniryo/corrsearch
Yonetani, Kitani and Sato: "Ego-Surfing First Person Videos", CVPR2015
https://github.com/yonetaniryo/corrsearch
Last synced: 2 months ago
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Yonetani, Kitani and Sato: "Ego-Surfing First Person Videos", CVPR2015
- Host: GitHub
- URL: https://github.com/yonetaniryo/corrsearch
- Owner: yonetaniryo
- License: gpl-2.0
- Created: 2015-03-20T01:25:10.000Z (about 10 years ago)
- Default Branch: master
- Last Pushed: 2015-05-27T01:46:08.000Z (almost 10 years ago)
- Last Synced: 2023-02-28T21:21:03.796Z (about 2 years ago)
- Language: Python
- Homepage: http://yonetaniryo.github.io/corrsearch/
- Size: 9.34 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# CorrSearch Software
### Description (May 26 2015)
This software implements a target-search for first-person point-of-view videos. Visit [our project page](http://yonetaniryo.github.io/corrsearch/) to see the original paper presented at CVPR.
### References
Ryo Yonetani, Kris M. Kitani and Yoichi Sato: "Ego-Surfing First-Person Videos", in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
### Dependencies
- Python (2.7.6-)
- IPython (3.1.0-), Numpy (1.9.2-), Scipy (0.15.1-), Scikit-learn (0.16.1-), Scikit-image (0.11.3-) and OpenCV (2.4.9-)
- [LIBSVX](http://www.cse.buffalo.edu/~jcorso/r/supervoxels/)
### How to run this software
- See an example on [IPython notebook page](https://github.com/yonetaniryo/corrsearch/blob/master/ipython_notebook/example.ipynb) or execute ```ipython notebook``` on ```ipython_notebook``` directory.
- This project currently assumes to use our pretrained model for generic targetness. Please ask us if you need the code to train your own model (e.g., when training on videos at different resolutions is needed).