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利用SVM或者其他机器学习算法进行分类识别 LBP
(1)计算图像中每个像素点的LBP模式(等价模式,或者旋转不变+等价模式)。
(2)然后计算每个cell的LBP特征值直方图,然后对该直方图进行归一化处理(每个cell中,对于每个bin,h[i]/=sum,sum就是一副图像中所有等价类的个数)。
(3)最后将得到的每个cell的统计直方图进行连接成为一个特征向量,也就是整幅图的LBP纹理特征向量;
然后便可利用SVM或者其他机器学习算法进行分类识别了。((1) calculate the LBP pattern of each pixel in the image (equivalent mode, or rotation invariant + equivalent mode).
(2) then the LBP eigenvalue histogram of each cell is calculated, and then the histogram is normalized (for each cell, for each bin, h[i]/=sum, sum is the number of all the equivalent classes in a pair of images).
(3) finally, the statistical histogram of each cell is connected into a feature vector, that is, the LBP texture feature vector of the whole picture.
Then, SVM or other machine learning algorithms can be used for classification and recognition.)
- 2020-07-01 20:00:02下载
- 积分:1
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singalframenuc
通过统计直方图并作相应的处理完成了红外图像非均匀性校正,特别是针对红外图像中常见的条纹非均匀性(Through statistical histogram and processed accordingly infrared image non-uniformity correction, especially for the common striped infrared image non-uniformity)
- 2021-02-10 16:29:52下载
- 积分:1
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史上最快人脸检测系统(超越OpenCV)
史上最快人脸检测系统(超越OpenCV)
- 2019-03-19下载
- 积分:1
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gongji
对嵌入水印的图象进行不同的攻击
添加噪音,滤波,剪切,压缩,旋转45度(Watermark on the images embedded in a different attack to add noise, filter, shear, compression, rotating 45 degrees)
- 2009-05-12 22:31:37下载
- 积分:1
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matlab
基于matlab的时频率分析工具箱,包括了小波变换,WVD,SPWVD等等好多的时频分析方法(Matlab-based time-frequency analysis toolbox, including a wavelet transform, WVD, SPWVD so many time-frequency analysis method)
- 2011-07-24 16:52:52下载
- 积分:1
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GNSS-PRocess
本文介绍了一种
)’’
多系统静态基线数据处理方法!该方法使用统一的方式来处理
&’
5.)6’’
北斗
及三者融合的观测数据#这种处理方法已经实现在广州南方测绘仪器有限公司的静态后处理软件中#本文使用实际数据验
证了这种处理方法!得到了较好的结果(This article describes a ) ' multi-system static baseline data processing method! This method uses a unified way to deal & ' ' 5.) 6' ' ' Compass and three observational data fusion# This treatment method It has been achieved in the static Guangzhou South mapping Instrument Co.# post-processing software used herein, the actual data validation of this approach! Get better results)
- 2015-06-30 11:16:20下载
- 积分:1
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fcm-evlo
用于图像分割,基于fcm算法的图像分割,实现模糊均值聚类的分割,更准却的实现分割。(For image segmentation, image segmentation based on FCM algorithm, the realization of fuzzy clustering segmentation, more accurate but to achieve segmentation.)
- 2014-11-21 10:31:43下载
- 积分:1
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Exercises
2014年西安电子科技大学数字图像处理上机实验,同时是研究生和本科生的代码及作业
(2014 Xi' an University of Electronic Science and Technology of digital image processing experiments on board, while the graduate and undergraduate students and job code)
- 2014-01-27 17:37:16下载
- 积分:1
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Motor_control
耦合发电机系统的自适应控制与同步以及变形耦合发电机系统中的混沌控制(Coupled generator system of adaptive control coupled with the synchronous generator system, as well as deformation of chaos control)
- 2020-12-11 11:19:17下载
- 积分:1
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RANSAC_10-Jul-2008
国外高手编写的RANSAC算法工具箱,可以对二维和三维数据进行评估,内附例子。(Prepared by foreign experts RANSAC algorithm toolbox, can be two-dimensional and three-dimensional data to assess the attached example.)
- 2020-09-06 09:08:05下载
- 积分:1