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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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APGL
用于求解凸优化问题,恢复低秩密度矩阵问题(this matlab Algorithm can be used for the convey optimal problen, and also for the low-rank density matrix reconstruction)
- 2017-10-27 21:20:21下载
- 积分:1
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bianyuanjianceyufenge
matlab编写多种图像边缘检测与分割处理(matlab to prepare a variety of image processing edge detection and segmentation)
- 2010-01-13 15:28:38下载
- 积分:1
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Vista
说明: 位图分析转换软件
可以分析8,16,24,32位BMP图
输出可选16位,18位,24位RGB格式
同时支持串行下载(Bitmap analysis of 8,16,24,32-bit conversion software can map out the optional 16-bit BMP, 18 bit, 24-bit RGB format also supports serial download)
- 2010-04-24 17:24:09下载
- 积分:1
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Desktop
通过Gabor原子库对语音信号进行处理,用到匹配追踪算法,对各种语音信号的仿真实验都很成功。(Gabor atoms is through the voice signal processing, matching pursuit algorithm is used, on the simulation of various audio signals are successfully.)
- 2014-11-09 21:31:45下载
- 积分:1
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Gray_Scale_Morphological
用matlab语言实现图像的腐蚀和膨胀,不是用自带函数(Language with matlab image erosion and dilation, not with their own function)
- 2011-10-30 20:34:29下载
- 积分:1
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OpenTiff
实现了20000*20000以上的大tiff格式遥感图像的读写和显示,用于遥感图像处理(Achieve a 20,000* 20,000 or more large remote sensing image tiff format to read and write and display for remote sensing image processing)
- 2013-08-20 13:35:27下载
- 积分:1
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SpectrumAbsorptionBandDectetion
这是一个利用导数光谱分析的方法检测特征吸收波段的源代码,可供从事高光谱图像处理的朋友分享。(This is a use of derivative spectroscopy method of the characteristic absorption band of the source code, available to engage in high-spectral image processing share.)
- 2009-01-02 10:37:16下载
- 积分:1
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356435TIFF读写源码
说明: tiff图像的读取与处理,并且说明清新,有很大的帮助。(The reading and processing of the tiff image, and the description of the fresh, is of great help.)
- 2019-04-21 11:52:18下载
- 积分:1
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Source-code
Stereoscopic video coding
- 2011-11-03 20:21:44下载
- 积分:1