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two
:植物种类识别方法主要是根据叶片低维特征进行自动化鉴定。然而,低维特征不能全面描述叶片信息,识别准确率低,本文提
出一种基于多特征降维的植物叶片识别方法。首先通过数字图像处理技术对植物叶片彩色样本图像进行预处理,获得去除颜色、虫洞、 叶柄和背景的叶片二值图像、灰度图像和纹理图像。然后对二值图像提取几何特征和结构特征,对灰度图像提取 Hu不变矩特征、灰 度共生矩阵特征、局部二值模式特征和 Gabor 特征,对纹理图像提取分形维数,共得到 2183 维特征参数。再采用主成分分析与线性 评判分析相结合的方法对叶片多特征进行特征降维,将叶片高维特征数据降到低维空间。使用降维后的训练样本特征数据对支持向量 机分类器进行训练(plant species identification method is mainly based on blade automatic identification of low dimensional characteristics.However, can not fully describe blade low-dimensional feature information, identification accuracy is low, in this paper
A kind of plant leaves recognition method based on multiple feature dimension reduction.First by digital image processing technology to the plant leaf color sample image preprocessing, obtain background color removal, wormhole, petioles, and the blades of a binary image, gray image and texture image.Then the binary image to extract the geometric characteristics and characteristics of structure and characteristics of gray image extraction Hu moment invariants, gray co-occurrence matrix feature, local binary pattern features and Gabor, to extract the fractal dimension of texture image, get 2183 d characteristic parameters.By principal component analysis and linear uation analysis method of combining the characteristics of blade more feature dimensi)
- 2017-02-28 09:57:50下载
- 积分:1
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jpegyasuo
jpeg压缩代码 An example for jpeg compression and the restoration。(The attached utility is a work I ve submitted to the university. It shows what a jpeg compression is all about.)
- 2013-11-19 11:35:58下载
- 积分:1
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ImageCompletion1.01
image processing application
- 2009-06-19 18:42:01下载
- 积分:1
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特征函数
说明: matlab 4个图像特征函数代码,包括tamura texture、灰度差分统计特征函数、灰度共生矩阵特征函数、灰度梯度共生矩阵特征函数(Matlab four image feature function codes, including Tamura texture, gray difference statistical feature function, gray co-occurrence matrix feature function, gray gradient co-occurrence matrix feature function)
- 2021-04-02 20:19:07下载
- 积分:1
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OpenCV
讨论了OpenCV(Open Source Computer Vision Library)相对于现有的计算机视觉软件包所具有的优势,描述了OpenCV的
环境配置、数据定义、图像元素访问方式。OpenCV成为一种源码开放、包含丰富的高级数学计算函数、图像处理函数和计算机视觉
函数、不断更新和平台无关性的计算机视觉软件包。(Discussed the OpenCV (Open Source Computer Vision Library) relative to the existing computer vision, the advantages of packages, description of OpenCV environment configuration, data definition, the image element access mode. OpenCV become an open-source, contains a wealth of advanced mathematical calculations, functions, image processing functions, and computer vision functions, continuously updated, and platform-independent package of computer vision.)
- 2009-10-25 00:48:30下载
- 积分:1
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Desktop
图像的腐蚀函数,非常有用,欢迎大家下载,一块进步(Corrosion function of the image, useful, and welcome to download, a progress)
- 2012-09-17 20:02:47下载
- 积分:1
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Image+retrieval+matla
我自己写的用hilbert曲线扫描图像后,进行图像检索的代码,里面有很多有用的代码,有部分是在国外网上淘的(I wrote it myself using hilbert curve scanned image after image retrieval code, which has many useful code, some of the Amoy abroad online)
- 2007-10-19 13:12:12下载
- 积分:1
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kmeans
k均值图像分割,经典的图像分割方法,算法简单,效果好。(k-means image segmentation)
- 2009-04-17 10:05:18下载
- 积分:1
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CT256
该上传的256张CT图片是高质量的DICOME格式人类头骨的连续序列切片图,可直接用于医学三维重建或体绘制。(The upload of 256 CT images are of high quality DICOME form a continuous sequence of the human skull slice diagram can be directly used in medical 3D reconstruction or volume rendering.)
- 2010-03-06 18:50:45下载
- 积分:1
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JFSSL-Cross-Modal-Retrieval-master
联合特征选择和子空间相关性学习的跨模态检索,map优于典型相关性分析的跨模态检索(Joint Feature Selection and Subspace Learning for Cross-Modal Retrieval)
- 2021-04-21 21:18:49下载
- 积分:1