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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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CSF1
表面张力CSF模型,用于计算微重力条件下的两相流问题。(Comtinum Saface tension Force)
- 2010-09-21 17:34:26下载
- 积分:1
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VisualSFM_windows_cuda_64bit
说明: 很好用的三维重建软件,VisualSFM软件允许上传一系列图像,它从这些图像中找到每一个图像的特定特征,利用这些特征信息重建出3D模型的稀疏点云,而后还可进行稠密点云重建。(The VisualSFM software, a good 3D reconstruction software, allows uploading a series of images. It finds the specific features of each image from these images, and USES these feature information to reconstruct the sparse point cloud of the 3D model, and then it can reconstruct the dense point cloud.)
- 2019-05-16 16:00:52下载
- 积分:1
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source
图像处理系列之边缘检测篇
涵盖内容:
1>Roberts算子
2>Prewitt算子
3>Sobel算子
4>Laplacian算子(Edge Detection)
- 2013-04-16 11:14:21下载
- 积分:1
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bmpscrollview
用于BMP图像文件的滚动显示,带上下和水平滚动条。(This file is used to display BMP image files, with up-down and horizontal scroll bars.)
- 2013-07-10 16:44:33下载
- 积分:1
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hahamirror2
完成图片的哈哈镜效果,如三角形,圆形,波浪形,弯曲等等(change the picture to any shape you want)
- 2012-04-18 14:55:47下载
- 积分:1
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MRF2.2
MRF代码实现,visual C++ 代码,不错,可以尝试(an implementation of MRF)
- 2021-03-11 15:09:26下载
- 积分:1
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jiang
VC图像编辑软件 就要卷积模糊和卷积模糊加噪
以不同方法(大于等于2)实现图像的模糊效果(局部或全局)。并以BMP格式存储。(soft)
- 2010-03-07 13:57:45下载
- 积分:1
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Visualc++Imageexample(XuHui)
Visual C++数字图像实用工程案例光盘代码(Visual C++ Digital image utility works case CD-ROM code)
- 2007-10-19 16:59:22下载
- 积分:1
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Image-feature-extraction
一种改进的基于蚁群算法的图像边缘检测文献,前沿论文(ant colony system,matlab)
- 2012-04-17 15:10:39下载
- 积分:1