Image-processing-algorithm

by BBuf

paper implement

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本工程记录一些图像处理中的论文复现及数字图像处理知识点

1. Correction Algorithm 复现了一些图像矫正算法

2. ImageFiletering 复现了一些图像滤波算法

3. Feature Extraction 复现了一些图像特征提取算法

4. License Plate Recognition System 实现车牌号码识别算法

5. Color Space Conversion 实现和优化各种色彩空间转换算法

6. Algorithm optimization 优化一些常见的OpenCV算法

7.PhotoShop Algorithm 破解一些PhotoShop算法

  • Retinex MSRCR.cpp 带色彩恢复的多尺度视网膜增强算法。 算法原理请看:http://www.cnblogs.com/Imageshop/archive/2013/04/17/3026881.html
  • ImageDataIncrease.cpp 常见的图片数据扩充。包括一些PS算法 具体为旋转,添加高斯,椒盐噪声,增加老照片效果,增加和降低图像饱和度,对原图缩放,亮度增强,对比度增强,磨皮美白,偏色矫正,同态滤波,过曝,灰度化,轮换通道,图像错切,运动模糊,钝化蒙版,PS滤镜算法之球面化 (凸出和凹陷效果)
  • HDR.cpp C++复现《Adaptive Local Tone Mapping Based on Retinex for High Dynamic Range Images》, 实现低照度彩色图像恢复。算法原理请看:https://blog.csdn.net/just_sort/article/details/84030723
  • Adaptive Logarithmic Mapping For Displaying High Contrast Scenes.cpp C++复现了《Adaptive Logarithmic Mapping For Displaying High Contrast Scenes》 实现低照度彩色图像恢复,效果超棒。算法原理请看:https://blog.csdn.net/just_sort/article/details/84066390
  • Single Image Haze Removal Using Dark Channel Prior.cpp C++复现了《Single Image Haze Removal Using Dark Channel Prior》,实现暗通道去雾。算法原理请看:https://blog.csdn.net/just_sort/article/details/84110518
  • Local Color Correction.cpp C++复现了《Local Color Correction》论文。算法原理请看:https://blog.csdn.net/just_sort/article/details/84539295
  • PartialcolorJudge.cpp C++复现了《基于图像分析的偏色检测及颜色校正方法》论文,实现快速判断图片是否存在偏色。算法原理请看:https://blog.csdn.net/just_sort/article/details/84897976
  • Optimized contrast enhancement for real-time image and video dehazin.cpp C++复现了《Optimized contrast enhancement for real-time image and video dehazin》这篇论文,相对于He Kaiming的暗通道去雾,对天空具有天然的免疫力。算法原理请看:https://blog.csdn.net/just_sort/article/details/84932848
  • AutoLevelAndAutoContrast.cpp C++复现了自动色阶调整和自动对比度调整,其中自动色阶调整可以用于去雾和水下图像恢复。算法原理请看:https://www.cnblogs.com/Imageshop/archive/2011/11/13/2247614.html
  • Contrast Image Correction Method.cpp C++复现了《Contrast Image Correction Method》这篇论文,可以自适应矫正图像。算法原理请看:https://blog.csdn.net/just_sort/article/details/85005510
  • MultiScaleDetailBoosting.cpp C++复现了《DARK IMAGE ENHANCEMENT BASED ON PAIRWISE TARGET CONTRAST AND MULTI-SCALE DETAIL BOOSTING》论文,可以用于提升图像不同程度的细节信息。算法原理请看:https://blog.csdn.net/just_sort/article/details/85007555
  • Inrbl.cpp C++复现了《改进非线性亮度提升模型的逆光图像恢复》这篇论文,可以做逆光图像恢复。算法原理请看:https://blog.csdn.net/just_sort/article/details/86681325
  • unevenLightCompensate.cpp C++复现了《一种基于亮度均衡的图像阈值分割技术》这篇论文的光照补偿部分,可以对光照不均匀,曝光,逆光图像做亮度均衡,效果不错。原理请看:https://blog.csdn.net/just_sort/article/details/88551771
  • Adaptive correction algorithm for illumination inhomogeneity image based on two-dimensional gamma function.cpp C++复现了《基于二维伽马函数的光照不均匀图像自适应校正算法》这篇论文,对光照不均匀的图像有较好的校正效果,且不会像Retiex那样出现光晕。原理请看:https://blog.csdn.net/just_sort/article/details/88569129
  • Real-time adaptive contrast enhancement for imaging sensors.cpp C++复现了《Real-time adaptive contrast enhancement for imaging sensors》这篇论文,实时自适应局部对比度增强算法。原理请看:https://blog.csdn.net/just_sort/article/details/85208124
  • AutomaticWhiteBalanceMethod.cpp C++复现了《A Novel Automatic White Balance Method For Digital Still Cameras》这篇论文,实现了效果比完美反射更好得白平衡效果。原理请看:https://blog.csdn.net/just_sort/article/details/89183909
  • Automatic Color Equalization(ACE) and its Fast Implementation.cpp C++复现了IPOL《Automatic Color Equalization(ACE) and its Fast Implementation》论文,用于自动色彩均衡。原理请看:https://blog.csdn.net/just_sort/article/details/85237711
  • Single Image Haze Removal Using Dark Channel Prior(Guided Filter).cpp C++复现了《Single Image Haze Removal Using Dark Channel Prior》论文,同时使用了何博士提到导向滤波来估计透射率,比原始实现效果更好。算法原理:https://blog.csdn.net/just_sort/article/details/89470403
  • MedianFilterFogRemoval.cpp C++复现了《一种单幅图像去雾方法》使用中值滤波进行去雾,原理请看:https://blog.csdn.net/just_sort/article/details/89520776
  • FastDefoggingBasedOnSingleImage.cpp C++复现了《基于单幅图像的快速去雾》论文,原理请看:https://blog.csdn.net/just_sort/article/details/90205686
  • BoxSideWindowFilter.cpp C++复现了CVPR2019《Side Window Filter》论文(Box Filter),实现霸气的强制保边,原理请看:https://blog.csdn.net/just_sort/article/details/93664078
  • MedianSideWindowFilter.cpp C++复现了CVPR2019《Side Window Filter》论文(Median Filter),实现霸气的强制保边,原理请看:https://blog.csdn.net/just_sort/article/details/93664078
  • RectangleDetection.cpp C++复现了StackOverFlow上面的一个有趣的矩形检测算法,并且配合Side Window Filter可以取得更好的效果,原理请看:https://blog.csdn.net/just_sort/article/details/104754937

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