-
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
-
binlessinfo
file dlll very important for the file spike to run under matlab code and visual studio 10.
- 2010-12-14 14:53:48下载
- 积分:1
-
DSP开发C语言编程的CSL函数应用手册
说明: c6000 csl函数应用手册,欢迎参考(c6000 csl user guide)
- 2018-03-20 10:26:55下载
- 积分:1
-
Hilbert
信号的hilbert变换,C++代码,不用matlab的可试试(the c++ code for the hilbert transform)
- 2009-12-13 17:15:58下载
- 积分:1
-
Cannon
佳能矩阵相乘算法,利用了openmp与C++技术(Canon matrix multiplication algorithm, use openmp and C++ technology)
- 2009-12-22 10:17:26下载
- 积分:1
-
CArcExt_demo
加密、压缩(The Examples of Encrypt and Compression)
- 2021-03-03 08:29:33下载
- 积分:1
-
openGL房间
OpenGL3D房间场景,可漫游移动,房间内有桌椅等简单家具。(OpenGL3D room scene, can roam, room with table and chair, and other simple furniture.)
- 2020-09-13 14:07:59下载
- 积分:1
-
FlexRay_Header_CRC_cal
这是关于FlexRay总线网络设计过程中,计算每个网络节点的数据帧头部循环校验码的程序。计算结果在控制台下显示为一个二进制数组。(This is a project completed on Visual C++ 6.0, which could be used for calculation of the header CRC code of each node in a FlexRay network. The results are displayed as an array of binary number in the console platform.)
- 2020-12-21 10:09:08下载
- 积分:1
-
VC++中Opengl实现建筑物虚拟漫游
VC++中Opengl实现建筑物虚拟漫游(VC++ Opengl realize the building virtual roaming)
- 2020-06-26 10:20:02下载
- 积分:1
-
PQyuanchengxu
可用于电力系统中的潮流分析,此算法为P-Q分解法,可扩展为快速分解法(Can be used for power system load flow analysis, this algorithm for the PQ decomposition method can be extended to the rapid decomposition)
- 2008-05-19 22:23:40下载
- 积分:1