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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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QMcoder
这是我研究生期间,用QM Coder做图像和图片压缩的源代码。希望能帮助大家(This is the QM Coder for video/image compression. Hopefully, it will be useful for you. )
- 2020-09-20 22:37:52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
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Remote sensing
采用MFC,实现遥感图像的基本增强,滤波,变换等功能。还可以保存数据。(Using MFC, to achieve the basic enhancement of remote sensing images, filtering, transformation and other functions. You can also save data)
- 2020-12-21 14:29:08下载
- 积分:1
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headtrack
用粒子滤波实现视频中人头跟踪算法,有训练好的人头分类器。()
- 2021-02-05 21:29:57下载
- 积分:1
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VCPP-image-processing-chapter05
VisualC++数字图像处理技术详解第2版光盘-第五章(VisualC++ digital image processing technology Detailed Version 2 CD- Chapter V)
- 2016-04-16 13:33:13下载
- 积分:1
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ex26aDoc
基于路径跟踪法的insar相位解缠的整个程序(tracking method based on the path of insar Phase Unwrapping the entire process)
- 2020-06-28 19:00:01下载
- 积分:1
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doublefunction
* 说明:
该函数将对图象进行(成对函数匹配)操作。需要注意的是,此程序先要求对图像进行特征提取及形态学操作等,使其成为二值图像。(* Note: This function will be images (paired function matching) operation. Note that this procedure require image feature extraction and morphological operations, making it a binary image.)
- 2008-04-13 21:56:29下载
- 积分:1
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katsevich
螺旋轨迹重建的一种实现方法,是解析算法的典型案例(An implementation method of spiral trajectory reconstruction is an analytical algorithm)
- 2021-04-20 17:28:50下载
- 积分:1
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EllipseCir
椭圆拟合,输入中心坐标及椭圆长半轴和短半轴即可画出相应椭圆(ellipse fitting)
- 2013-12-18 23:49:16下载
- 积分:1