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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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DFT-DCT
说明: 基于VC++的图像的DFT变换和DCT变换,并可实现两者间的对比转换(VC++ based on the image of the DFT transform and DCT transform, and to achieve the contrast between the two conversion)
- 2021-02-15 10:09:48下载
- 积分:1
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pinyulvbo
利用VC进行图像的频域滤波处理,内含源代码(VC image using the frequency domain filtering treatment, including source code)
- 2009-03-10 18:26:13下载
- 积分:1
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cut_video
把视频分割成一帧一帧并且保存为图像,实现视频录制(Put the video into a frame of a frame and saved as image segmentation)
- 2013-06-14 16:55:58下载
- 积分:1
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headCountCode
采用了Harrtraining和离子滤波算法实现了拥挤人群人头计数,非常有用。VC++和Opencv开发,采用Oepncv中的Harrtraining训练一个分类器即可运行(Human detection and tracking in high density
crowds is an unsolved problem. Standard preprocessing techniques such
as background modeling fail when most of the scene is in motion. We
integrate human detection and tracking into a single framework, and in-
troduce a conrmation-by-classication method to estimate condence
in a tracked trajectory, track humans through occlusions, and eliminate
false positive detections.)
- 2021-03-05 17:39:31下载
- 积分:1
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28coderesources
说明: 图像处理所涉及的256转灰度,二值化等等,每个部分都是独立可执行的工程文件,很方面的代码复用(256 involved in image processing turn gray, binary, etc., are independent of each part of the project executable file, it' s code reuse)
- 2010-04-14 12:37:20下载
- 积分:1
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gdal1.4.5
很有用的gdal库,并且已经编译好。请多多指教!(It is a very good resource!Please download!!)
- 2011-12-08 09:31:56下载
- 积分:1
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Image-texture-analysis
对图像进行纹理处理,为图像识别、目标跟踪创造条件。主要分析:惯性矩、熵以及局部平衡性。(The image texture processing for image recognition, target tracking and create conditions. Main analysis: moment of inertia, entropy, and local balance.)
- 2011-05-18 09:14:03下载
- 积分:1
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rayTracing-1
这是我的图形学的作业,实现光线跟踪。也是学别人做的,仅供学习用。(this is a study work about computer graphics , realizing tracking )
- 2012-04-23 22:31:49下载
- 积分:1
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FFT_armtest_vc
这是一个比较全面的傅里叶变换,例子中含有测试的图片,能让人更加明白傅里叶变换的处理效果。(This is a more comprehensive Fourier transform, the example contains a picture of the test, can make people more aware of the Fourier transform of the treatment effect.)
- 2012-07-10 10:57:38下载
- 积分:1