Adaptive_beam_assignment

检测图像模糊的算法代码，具体说明详见readme(Fuzzy image detection algorithm code, specific instructions, see readme)

采用beamlet变换方法，实现图像线特征提取，以此代码为基础的文章已被核心期刊录用(Beamlet transform methods used to achieve the image line feature extraction, this code is based on the core of the article has been hired Journals)

CxVision V0.05 源代码 智能机器视觉系统 0.05版本源代码（Euresys版本） 这是视觉智能的开始，应用于众多大型工业检测环境，多线程对相机多轴运动控制系统，针对当前最先进的智能视觉系统的一个雏形 当前版本是基于Euresys稳定的工业检测工具上的开源 此后版本 CxVision拥有了更多更强大的自主核心系统功能和核心算法 是现代智能视觉的领航系统 更多智能CxVision 搜索CxVision QQ群一起分享CxVision的发展和进步(CxVision V0.05 source code version of intelligent machine vision systems 0.05 source code (Euresys version) This is the beginning of visual intelligence, used in many large industrial inspection environments, multi-threaded multi-axis motion control system of the camera, for the most advanced intelligent vision The current version of a prototype system is based on Euresys stable industrial detection tools on the open source version of CxVision have more then a more powerful independent core functions and core algorithm is the vision of modern intelligent navigation systems more intelligent CxVision search CxVision QQ group to share the development and progress CxVision)

说明：  python实现人脸识别，通过pca进行降维然后使用SVM算法进行分类(Python realizes face recognition, dimensionality reduction through pca and classification by SVM algorithm)

C++语言下, 关于图论算法的一些模版, 包括一般图最大匹配, km匹配, 最小割等等, 共15个模版(C++ language under the graph theory algorithm on a number of templates, including the maximum matching in general graph, km matching, minimum cut, etc., a total of 15 templates)

说明：  这篇论文提出了一种较好的水下图像增强的方法。首先使用经过端到端训练的卷积神经网络去测量输入图片，同时以自适应双边滤波器对传输图片进行处理。接着提出一种基于白平衡的策略来消除图片的颜色偏差，用拉普拉斯金字塔融合获得无雾和色彩校正图像的融合结果。 最后，输出图像被转换为混合小波和方向滤波器组（HWD）域，用于去噪和边缘增强。 实验结果表明，该方法可以消除颜色失真，提高水下图像的清晰度。(This paper proposes a better underwater image enhancement method. Firstly, an end-to-end training convolutional neural network is used to measure the input image, and an adaptive bilateral filter is used to process the transmitted image. Then a strategy based on white balance is proposed to eliminate the color deviation of images. The fusion results of fog-free and color correction images are obtained by Laplacian pyramid fusion. Finally, the output image is converted into hybrid wavelet and directional filter bank (HWD) domain for denoising and edge enhancement. The experimental results show that the method can eliminate color distortion and improve the clarity of underwater images.)

在频域下分析提取纹理特征的代码，希望对大家有用(In the frequency domain analysis of extracted texture features of the code, in the hope that useful)

散乱密集点的曲面拟合，在国外matlab论坛上下载的，看了一下，写的有点繁琐，还是比较不错的(Scattered dense surface point Fitting in foreign matlab forum, download, read about, write a bit cumbersome, it is quite good)

只能信息树立的相关课件和Matlab源代码，对于学习只能信息处理的学员很有帮助。(Information can only be set by the relevant courseware and Matlab source code, for students to study information processing can only be helpful.)

说明：  自己实现的BM3D图像去噪算法。它首先把图像分成一定大小的块，根据图像块之间的相似性，把具有相似结构的二维图像块组合在一起形成三维数组，然后用联合滤波的方法对这些三维数组进行处理，最后，通过逆变换，把处理后的结果返回到原图像中，从而得到去噪后的图像。(Image Denosing by Sparse 3-D Transform-Domain Collaborative Filtering.)