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Event Collapse in Contrast Maximization Frameworks

A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework

This repository collects our work on the topic of overfitting in event alignment frameworks, such as CMax.

If you use this work in your research, please cite it as follows:

@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

Additional Resources on Event-based Vision