Publication: Focus Is All You Need: Loss Functions for Event-Based Vision
Focus Is All You Need: Loss Functions for Event-Based Vision
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Gallego, G., Gehrig, M., & Scaramuzza, D. (2019). Focus Is All You Need: Loss Functions for Event-Based Vision. 12272–12281. https://doi.org/10.1109/cvpr.2019.01256
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Event cameras are novel vision sensors that output pixel-level brightness changes ("events") instead of traditional video frames. These asynchronous sensors offer several advantages over traditional cameras, such as, high temporal resolution, very high dynamic range, and no motion blur. To unlock the potential of such sensors, motion compensation methods have been recently proposed. We present a collection and taxonomy of twenty two objective functions to analyze event alignment in motion compensation approaches. We call them focus lo
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- Gallego, Guillermo
- Gehrig, Mathias
- Scaramuzza, Davide
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Gallego, G., Gehrig, M., & Scaramuzza, D. (2019). Focus Is All You Need: Loss Functions for Event-Based Vision. 12272–12281. https://doi.org/10.1109/cvpr.2019.01256
