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Polarization calibration of fisheye cameras using skylight in the wild

1 reports1 reporting sourcesUpdated 1 days ago

Overview

Event synthesis

This paper presents a joint lens-analyzer calibration method for fisheye cameras that explicitly models incidence-dependent lens transmission, analyzer gains, and angular offsets.

Generated from attributed reports · Updated 21 minutes ago

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Reported quantity · mean absolute error: 0.5 other · Basis not reported · Differing source assertions
Supporting report

“del. On real-world outdoor sequences, the proposed method achieves a weighted cross-frame angle-of-linear-polarization (AoLP) mean absolute error below 0.5{\deg} across all incidence angles, with a 73.4% reduction in the 80{\deg}-90{\deg} incidence angle region, and generalizes to an independent sequence with an overall mean absolute error of 0.466{\deg} without refitting. Preliminary solar-azimuth experiments using”

Exact source · revision 1

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Reported quantity · mean absolute error: 0.466 other · Basis not reported · Differing source assertions
Supporting report

“del. On real-world outdoor sequences, the proposed method achieves a weighted cross-frame angle-of-linear-polarization (AoLP) mean absolute error below 0.5{\deg} across all incidence angles, with a 73.4% reduction in the 80{\deg}-90{\deg} incidence angle region, and generalizes to an independent sequence with an overall mean absolute error of 0.466{\deg} without refitting. Preliminary solar-azimuth experiments using”

Exact source · revision 1

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Artifact availability · paper: reported pending
Supporting report

“a camera mounted on a quadruped robot further show improved alignment with the visible solar center, supporting the potential of calibrated AoLP measurements for relative-heading estimation and future polarization--inertial navigation. The calibration software tool will be released upon acceptance of this paper.”

Exact source · revision 1

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11/9
  1. arXiv Robotics — research abstractsSignal
    Polarization calibration of fisheye cameras using skylight in the wild

    This paper presents a joint lens-analyzer calibration method for fisheye cameras that explicitly models incidence-dependent lens transmission, analyzer gains, and angular offsets.

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