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The Paired Thermal Channel Is Two Orthogonal Axes: A Controlled Attribution Study of Calibration Cost and Detection Gain in Infrared Person Detection

arXiv:2610.33118v1 Announce Type: new Abstract: The calibrated thermal channel in infrared person detection comprises two structurally orthogonal axes. True calibrated $\Delta T$ outperforms scale-matched grayscale pseudo-$\Delta T$ by $+0.0221$ mAP (paired Wilcoxon $p=0.0098$, Cohen's $d=+1.08$),…

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  1. 2026-10-27 04:00 · arXiv cs.CV
    The Paired Thermal Channel Is Two Orthogonal Axes: A Controlled Attribution Study of Calibration Cost and Detection Gain in Infrared Person Detection

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