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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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itethresh
迭代阈值方法进行图象分割的函数,有测试程序和图片(threshold iterative method of image segmentation function, test procedures and Photo)
- 2007-06-09 21:14:47下载
- 积分:1
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GaussianPyramid
对灰度图像建立高斯金字塔,可以调整核的参数。(Establish Gaussian pyramid for gray-scale images to , you can adjust the reduce parameters.)
- 2009-10-10 15:50:32下载
- 积分:1
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wiener_ECG
对理想的心音信号加入噪声,仿真成实际带噪声的心音信号,然后对其进行维纳滤波程序(The ideal heart sound signal added noise, simulation into actual heart sounds with noise signal, and then its Wiener filtering program)
- 2021-03-21 14:59:17下载
- 积分:1
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Mallat_Atrous
Mallat算法和Atrous算法实现任意一维信号和二维图像的分解与重构。(Mallat algorithm and Atrous algorithm to achieve the arbitrary one-dimensional signals and two-dimensional image decomposition and reconstruction.)
- 2012-04-15 10:17:21下载
- 积分:1
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模拟退火程序
模拟退火MATLAB程序,可直接运行,或修改参数做其他用途(MATLAB monituihuo program, you can use it solve many problem.)
- 2018-09-15 20:26:31下载
- 积分:1
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FLch6eg1
小波算法,在计算式,通过图像对其进行分析估计,可以直观的看到它对函数的时域和频域的改变(Wavelet algorithm, calculation, estimated by image analysis of them, you can visually see that it functions in time domain and frequency domain changes
using the compression miu worth PSO
)
- 2011-11-16 09:48:34下载
- 积分:1
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图像融合
基于MATLAB实现图像融合,左右焦距融合(Image fusion based on MATLAB,Left and right focal length fusion)
- 2020-11-19 16:59:37下载
- 积分:1
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图像处理程序
图像处理程序,基于K均值聚类的图像分割——灰度图像,基于中位数算法的运动目标检测(Image processing program, image segmentation based on k-means clustering -- gray image, moving target detection based on median algorithm)
- 2020-06-20 14:00:02下载
- 积分:1
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C# 屏幕截图、抓图工具 附完整源代码下载
涉及功能点:移动选区 调整大小 放大镜 通知观察者 热键
- 2013-02-25下载
- 积分:1