CN103295206A - 一种基于Retinex的微光图像增强方法和装置 - Google Patents
一种基于Retinex的微光图像增强方法和装置 Download PDFInfo
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Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105303515A (zh) * | 2015-09-22 | 2016-02-03 | 中国科学院上海技术物理研究所 | 一种针对密闭实验箱中特殊光照条件下的色偏校正方法 |
CN105550690A (zh) * | 2015-12-14 | 2016-05-04 | 南京邮电大学 | 一种基于Stentiford视觉模型的优化方法 |
CN108830800A (zh) * | 2018-05-09 | 2018-11-16 | 南京邮电大学 | 一种暗光场景下图像的亮度提升增强方法 |
CN110570360A (zh) * | 2019-05-30 | 2019-12-13 | 昆明理工大学 | 一种基于Retinex的鲁棒和全面的低质量光照图像增强方法 |
CN110909686A (zh) * | 2019-11-26 | 2020-03-24 | 黑龙江大学 | 一种用于辅助驾驶的低照度图像增强*** |
WO2020107308A1 (zh) * | 2018-11-29 | 2020-06-04 | 唐山曹妃甸联城科技有限公司 | 一种基于Retinex的微光图像快速增强方法及其装置 |
CN111476725A (zh) * | 2020-03-24 | 2020-07-31 | 广西科技大学 | 一种基于梯度域导向滤波和多尺度Retinex理论的图像去雾增强算法 |
Families Citing this family (1)
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WO2020107321A1 (zh) * | 2018-11-29 | 2020-06-04 | 唐山曹妃甸联城科技有限公司 | 一种基于Retinex的微光图像增强方法及其装置 |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030138161A1 (en) * | 2002-01-23 | 2003-07-24 | Rising Hawley K. | Method and apparatus for enhancing an image using a wavelet-based retinex algorithm |
CN102663697A (zh) * | 2012-04-01 | 2012-09-12 | 大连海事大学 | 一种水下彩***图像的增强方法 |
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Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030138161A1 (en) * | 2002-01-23 | 2003-07-24 | Rising Hawley K. | Method and apparatus for enhancing an image using a wavelet-based retinex algorithm |
CN102663697A (zh) * | 2012-04-01 | 2012-09-12 | 大连海事大学 | 一种水下彩***图像的增强方法 |
Non-Patent Citations (2)
Title |
---|
傅剑峰: "Retinex图像增强方法的关键技术研究", 《中国优秀硕士学位论文全文数据库信息科技辑》 * |
续元君: "水下目标探测关键技术研究", 《万方学位论文数据库》 * |
Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105303515A (zh) * | 2015-09-22 | 2016-02-03 | 中国科学院上海技术物理研究所 | 一种针对密闭实验箱中特殊光照条件下的色偏校正方法 |
CN105303515B (zh) * | 2015-09-22 | 2018-06-26 | 中国科学院上海技术物理研究所 | 一种针对密闭实验箱中特殊光照条件下的色偏校正方法 |
CN105550690A (zh) * | 2015-12-14 | 2016-05-04 | 南京邮电大学 | 一种基于Stentiford视觉模型的优化方法 |
CN105550690B (zh) * | 2015-12-14 | 2018-09-11 | 南京邮电大学 | 一种基于Stentiford视觉模型的优化方法 |
CN108830800A (zh) * | 2018-05-09 | 2018-11-16 | 南京邮电大学 | 一种暗光场景下图像的亮度提升增强方法 |
WO2020107308A1 (zh) * | 2018-11-29 | 2020-06-04 | 唐山曹妃甸联城科技有限公司 | 一种基于Retinex的微光图像快速增强方法及其装置 |
CN110570360A (zh) * | 2019-05-30 | 2019-12-13 | 昆明理工大学 | 一种基于Retinex的鲁棒和全面的低质量光照图像增强方法 |
CN110570360B (zh) * | 2019-05-30 | 2022-07-19 | 昆明理工大学 | 一种基于Retinex的鲁棒和全面的低质量光照图像增强方法 |
CN110909686A (zh) * | 2019-11-26 | 2020-03-24 | 黑龙江大学 | 一种用于辅助驾驶的低照度图像增强*** |
CN110909686B (zh) * | 2019-11-26 | 2022-05-31 | 黑龙江大学 | 一种用于辅助驾驶的低照度图像增强*** |
CN111476725A (zh) * | 2020-03-24 | 2020-07-31 | 广西科技大学 | 一种基于梯度域导向滤波和多尺度Retinex理论的图像去雾增强算法 |
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