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Dynamic patch-level contrastive learning for image dehazing

delete2026-03-18
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PRE
AI
林
林晓 (Xiao Lin)
D
Dongchen Zhang
Y
Yan Li *
Q
Qizhe Yang
李平 封面图
李平 (Ping Li)
W
Wei Huang
DOI:10.1016/j.patcog.2026.113529delete
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摘要

摘要

En 中文
• 提出了一种基于补丁的对比学习方法用于图像去雾。 • 该方法基于雾密度动态选择正负样本。 • 使用灰度图像以减少大气光干扰。 • 同时捕获局部和全局特征以保留图像细节。 • 该方法在合成和真实世界数据集上取得了优异的结果。
Keyword:
contrastive learning
image dehazing
patch-based method
fog density
feature preservation

期刊

Pattern Recognition 封面图
Pattern Recognition
IF:
7.6
论文数:
1.3W
被引数:
4.5W

机构

H
hong kong polytechnic university
学者数:
3.0W
论文数: 4.1W
被引数: 921
S
Shanghai Normal University
学者数:
7.4K
论文数: 5.0K
被引数: 8.0K
U
university of shanghai for science and technology
学者数:
6.0K
论文数: 2.3K
被引数: 4
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引用论文

引用论文

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I-HAZE: A Dehazing Benchmark with Real Hazy and Haze-Free Indoor Images
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Image dehazing via self-supervised depth guidance基于自监督深度引导的图像去hazing
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errLiang, Yudong; Li, Shaoji; Cheng, De; Wang, Wenjian; Li, Deyu; Liang, Jiye
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EENet: An effective and efficient network for single image dehazing
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errCui, Yuning; Wang, Qiang; Li, Chaopeng; Ren, Wenqi; Knoll, Alois
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Improved Dark Channel Prior for Image Defogging Using RGB and YCbCr Color Space使用RGB和YCbCr颜色空间改进图像去雾的暗通道先验
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errOAAI
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A cascaded approach for image defogging based on physical and enhancement models
err2020-01-11
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errNajmul Hassan; Sami Ullah; Naeem Bhatti; Hasan Mahmood; Muhammad Zia
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