https://github.com/tub-rip/event_collapse
https://github.com/tub-rip/event_collapse
Last synced: 8 months ago
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- Host: GitHub
- URL: https://github.com/tub-rip/event_collapse
- Owner: tub-rip
- Created: 2022-11-25T12:45:36.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-01-21T09:11:54.000Z (about 3 years ago)
- Last Synced: 2023-03-06T00:10:49.375Z (almost 3 years ago)
- Size: 98.6 KB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- event-vision-index - Event Collapse in Contrast Maximization Frameworks (AISY 2022) - rip/event_collapse?style=social"/> (Optical Flow Estimation)
README
# Event Collapse in Contrast Maximization Frameworks
[](https://youtu.be/IwqA57yaBTo)
This repository collects our work on the topic of overfitting in event alignment frameworks, such as CMax.
* [**A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework**](https://arxiv.org/pdf/2212.07350), published at [Advanced Intelligent Systems](https://onlinelibrary.wiley.com/doi/10.1002/aisy.202200251), 2022.
* [**Event Collapse in Contrast Maximization Frameworks**](https://arxiv.org/pdf/2207.04007), published at [Sensors](https://www.mdpi.com/1424-8220/22/14/5190), 2022.
If you use this work in your research, please cite it as follows:
```bibtex
@article{Shiba22aisy,
author = {Shintaro Shiba and Yoshimitsu Aoki and Guillermo Gallego},
title = {A Fast Geometric Regularizer to Mitigate Event Collapse
in the Contrast Maximization Framework},
journal = {Advanced Intelligent Systems},
year = {2022},
month = {December},
doi = {10.1002/aisy.202200251}
}
@article{Shiba22sensors,
author = {Shintaro Shiba and Yoshimitsu Aoki and Guillermo Gallego},
title = {Event Collapse in Contrast Maximization Frameworks},
journal = {Sensors},
year = {2022},
month = {July},
doi = {10.3390/s22145190}
}
```
### Authors
* [Shintaro Shiba](http://shibashintaro.com/) (Keio Univ., TU Berlin)
* [Yoshimitsu Aoki](https://aoki-medialab.jp/aokiyoshimitsu-en/) (Keio Univ.)
* [Guillermo Gallego](https://sites.google.com/view/guillermogallego) (TU Berlin, ECDF, SCIoI)
### Additional Resources on Event-based Vision
-------
* [Secrets of Event-Based Optical Flow (ECCV 2022)](https://github.com/tub-rip/event_based_optical_flow)
* [Research page (TU Berlin RIP lab)](https://sites.google.com/view/guillermogallego/research/event-based-vision)
* [Web page (Keio University, Aoki Media Lab)](https://aoki-medialab.jp/home-en/)
* [Course at TU Berlin](https://sites.google.com/view/guillermogallego/teaching/event-based-robot-vision)
* [Survey paper](http://rpg.ifi.uzh.ch/docs/EventVisionSurvey.pdf)
* [List of Resources](https://github.com/uzh-rpg/event-based_vision_resources)