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Experimental approach to single-image dehazing and color restoration of foggy scenes
雾景单幅图像去雾与色彩恢复的实验方法
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Abstract Navigating fog-obscured environments poses a significant challenge, especially for advanced technologies like driver-assistance systems, due to severely impaired visibility and distorted object colors. To address this, we conducted, to our knowledge, a novel study investigating color degradation in a controlled artificial fog chamber, systematically varying fog depth (30–70 cm) and density (expressed in MOR of 55–300 cm) using a puzzle cube featuring a variety of color blocks as a color target. To restore color in foggy images, we developed a hybrid single-image dehazing technique uniquely incorporating experimentally derived, MOR-dependent color decay models. © 2025 Optica Publishing Group. All rights, including for text and data mining (TDM), Artificial Intelligence (AI) training, and similar technologies, are reserved. |
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