Research papers · Posted 2026.05.08 · Preprint
A Task-Agnostic Algebraic Integrity Metric for Event-Camera Streams Toward SOTIF-Compliant Perception using Pearson Correlation Coefficient
A Task-Agnostic Algebraic Integrity Metric for Event-Camera Streams Toward SOTIF-Compliant Perception using Pearson Correlation Coefficient
Overview
The paper extends Pearson correlation to three event-camera representations for integrity monitoring, region selection and redundancy gating. Motivated by SOTIF and ISO/PAS 8800, it illustrates behavior using procedurally generated synthetic streams.
Author-supplied source information
Author-supplied information on arXiv.
12 pages, 6 figures, 3 tables, 14 equations. Theoretical framework paper with procedural-synthetic illustrations; empirical validation on real datasets reserved for follow-up. Code and demonstration video available
Version: v1