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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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8bitTo16
将某一8位的raw格式图转换为16位的raw格式图 并可输出raw格式图的灰度值至相应文件(.txt文件) 生成的新图用PS打开时与原图基本一致.(It can converted an 8-bit raw format, to an 16-bit raw format and can output raw format diagram of the gray value to the corresponding map file (. Txt files) .The new plan to open with PS are basically consistent with the Original.)
- 2010-03-01 16:23:04下载
- 积分:1
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yumen
数字图像处理应用程序,包括灰度化,点运算等(Digital image processing applications, including graying, point operations, etc.)
- 2010-05-15 08:52:56下载
- 积分:1
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gdcm-2.2.0
医用图像处理程序,处理dicom文件。开源软件,参考dcmtk(dicom process soft)
- 2012-04-11 15:17:34下载
- 积分:1
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demons
demons三维非刚性图像配准,速度很快,基于ITK(demons of 3D non-rigid image registration, very fast, based on ITK)
- 2012-08-18 19:51:17下载
- 积分:1
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radon
radon算法opencv实现,能够很好的实现图像的水平旋转矫正。( implementing the radon by opencv.)
- 2021-04-21 16:58:50下载
- 积分:1
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Pinjie
图像拼接,用于合成全景图像,VC++开发环境,C++实现。(Image Stitching)
- 2012-11-21 12:13:40下载
- 积分:1
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mfc_visualization_1_6_src
说明: PCL+ MFC+ Visualization 点云显示(PCL+ MFC+ Visualization)
- 2020-03-09 14:40:54下载
- 积分:1
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optimark_manual
水印攻击测试程序optimark。
这个比stirmark更全面测试水印程序,很好用(Watermark attack test program optimark. This more comprehensive test than stirmark watermark program, very good use)
- 2009-11-12 11:19:47下载
- 积分:1
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ITKbrain
ITK的脑室图像分割,可以对脑部的图像用itk进行分割,用VTK来进行显示。(the segration of brain of ITK )
- 2009-03-20 17:42:08下载
- 积分:1