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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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平台基于visual studio2015 bilateralFilter
平台基于visual studio2015,使用opencv函数实现双边滤波,进行图像处理(bilateral Filter based on opencv)
- 2020-06-20 05:00:01下载
- 积分:1
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LMD
自己编写的数字图像处理程序,包括打开bmp图像,直方图,阈值分割,形态学处理等功能。(digital image processing procedures, including open bmp image, histogram, threshold segmentation, morphological processing and other functions.)
- 2013-11-14 22:17:45下载
- 积分:1
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PoissonMesh
有关三维模型的泊松算法的诸多应用的实现,包括泊松重建和泊松纹理混合算法,由原作者开发,非常可靠(C++ implementation for algorithms including poisson mesh and poisson texture stitching, it is shared by author with wide utilization)
- 2020-07-02 21:20:01下载
- 积分:1
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DIP_vc
用c语言编写的数字图像处理程序,图像读取,图像增强,图像复原,傅里叶变换,离散余弦变换都有(With the c language digital image processing, image scanning, image enhancement, image restoration, Fourier transform, discrete cosine transform has)
- 2013-11-30 20:23:27下载
- 积分:1
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houseDetect
小型图像处理平台,包括滤波,边缘提取,边缘优化以及图像匹配功能(Small image processing platform, including filtering, edge detection, edge optimization and image matching function)
- 2009-05-13 21:05:30下载
- 积分:1
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基于MATLAB的车牌识别系统的源代码(可以实现)
基于MATLAB的车牌识别系统的源代码(可以实现)(The source code of the license plate recognition system based on MATLAB (can be realized))
- 2020-07-04 09:20:02下载
- 积分:1
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DIP
数字图像处理源代码绝对好用包括一些最基本了图像处理,例如增强(digital processing)
- 2009-10-30 17:57:02下载
- 积分:1
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Direct
图像分割,完整程序,验证可行。新手上传,望支持。(image direct)
- 2012-05-04 22:25:30下载
- 积分:1
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位图的读写MyBitmapImg
本程序实现位图的读写,均衡化,滤波,LBP,LTP特征提取以及基于LBP,LTP和卡方距离,最近邻分类的人脸识别,批量给图片改名等功能(The program can read and write a bitmap, equalization, filtering, LBP, LTP feature extraction and nearest neighbor classifier for face recognition based on LBP, LTP and chi-square distance, rename picture and some other functions.)
- 2013-09-18 10:05:23下载
- 积分:1