The paper introduces a unified algebraic framework that applies the Pearson Correlation Coefficient to Time Surface, Event Frame, and Voxel Grid representations of event camera streams to yield task-agnostic integrity metrics.
BiasBench: A reproducible benchmark for tuning the biases of event cameras
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A Task-Agnostic Algebraic Integrity Metric for Event-Camera Streams Toward SOTIF-Compliant Perception using Pearson Correlation Coefficient
The paper introduces a unified algebraic framework that applies the Pearson Correlation Coefficient to Time Surface, Event Frame, and Voxel Grid representations of event camera streams to yield task-agnostic integrity metrics.