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Adaptive polarization imaging for autonomous driving: A physics-informed approach to robust perception in tunnels

delete2026-05-09
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PRE
AI
R
Renhao Rao
C
Changcai Cui
B
Bing Li
L
Liang Chen
Z
Zhizhao Ouyang
S
Shuang Chen
M
Mopa Gende
H
Hui Cao *
DOI：10.1016/j.optlaseng.2026.109848delete
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Abstract

Abstract

En 中文
• DOLP guides glare suppression and dark enhancement. • Pixel-level fusion handles mixed lighting. • Training-free method reaches 64 FPS on consumer GPU. • Stage-based split eliminates temporal leakage. • Nine-parameter sensitivity analysis confirms robustness.
Keywords:
polarization imaging
autonomous driving
glare suppression
pixel-level fusion
robust perception

Journal

Optics and Lasers in Engineering cover
Optics and Lasers in Engineering
IF:
3.7
Papers:
7.1K
Citations:
1.7W

Organization

U
university of huddersfield
Scholars:
493
Papers: 248
Citations: 0
H
huaqiao university
Scholars:
1.0W
Papers: 7.0K
Citations: 131
F
fujian intelligent connected vehicle product quality inspection center
Scholars:
1
Papers: 1
Citations: 0
C
china jiliang university
Scholars:
1.9K
Papers: 622
Citations: 0
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