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

红外人脸检测：分析热通道的校准成本和检测增益

作者 PulseAugur 编辑部 · [1 个来源] ·

一篇新的研究论文探讨了红外人脸检测的组成部分，发现校准后的热通道由两个不同的、正交的轴组成。研究发现，真实的校准温差优于灰度近似，表明热通道内存在独特的信息。然而，保留配对对应关系和校准的绝对尺度都会显著增加预期的校准误差，即使在重新校准后，这种成本仍然存在。 AI

排序理由 该项目是一篇研究论文，详细介绍了红外人脸检测的受控归因研究。[lever_c_demoted from research: ic=1 ai=0.7]

在 arXiv cs.CV 阅读 →

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红外人脸检测：分析热通道的校准成本和检测增益

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该项目是一篇研究论文，详细介绍了红外人脸检测的受控归因研究。[lever_c_demoted from research: ic=1 ai=0.7]
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报道来源 [1]

  1. arXiv cs.CV TIER_1 English(EN) · Tian Zhang, Yang Chen, Bing Bai, Weikai He, Xiang Gao, Zhirong Su ·

    配对热通道是两个正交轴：红外人体检测中校准成本和检测增益的受控归因研究

    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 $p=0.0098$, C…

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