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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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Video-Demo
该源码为目标检测和跟踪算法 包括:
1. 静态背景下的背景预测法目标检测
2. 静态背景下帧间差分法目标检测
3. Mean Shift目标跟踪方法
4. 重心多目标跟踪方法
(The source code for target detection and tracking algorithm include:
1 Static background background prediction target detection
2 Static background frame difference method for target detection
3. Mean Shift tracking method
4 multi-target tracking methods focus)
- 2013-08-11 20:39:39下载
- 积分:1
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Chapter-1
数字图像处理的基础知识学习 涵盖源代码,有助于提高编程(digital image processing )
- 2013-11-05 20:36:52下载
- 积分:1
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xaiobo
基于小波的视频图像压缩研究进展 基于小波的视频图像压缩研究进展(Wavelet-based video image compression research progress)
- 2012-02-04 00:38:19下载
- 积分:1
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lanxufa
摄影测量源码,连续法的相对定向算法,提供实验数据和程序(Photogrammetric source, the relative orientation algorithm of the continuous method, the experimental data and procedures)
- 2012-07-25 10:53:47下载
- 积分:1
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segmant
在VS2012平台上利用C++语言和opencv实现对图像的分块,并保存分块图像(Using the C++ language and OpenCV to block the image on the VS2012 platform and save the block image)
- 2017-12-13 16:05:48下载
- 积分:1
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face2_jiance
人脸检测:可自动检测人脸,速度还可以吧!(Face Detection : can automatically detect faces and can also speed!)
- 2007-01-26 09:17:23下载
- 积分:1
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GreyTrans
VC++图像处理程序设计(杨淑莹)第四章_灰度变换源码(VC++ image processing program design (Yang Shuying) Chapter _ gray transform source)
- 2013-03-19 23:52:43下载
- 积分:1
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HuffmanExp
实现对灰度图像的哈夫曼编码,对于其他图像,也可以类似的完成。(Realize grayscale images of hoffmann coding, for other image, also can be similar to the finish.)
- 2010-11-13 09:58:54下载
- 积分:1
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polsar
polsarpro软件的使用说明,适合处理极化SAR图像。(polsarpro the software instructions for dealing with polarization SAR images.)
- 2009-11-21 17:21:07下载
- 积分:1