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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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9.SAD-StereoMatching
双目立体匹配,使用SAD,SSD,NCC算法,比较多种常见算法的优劣,对其优化实现快速准确匹配。(Binocular stereo matching, the use of SAD, SSD, NCC algorithm, compare the merits of a variety of common algorithms, and its optimization to achieve fast and accurate matching)
- 2016-08-30 16:13:14下载
- 积分:1
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Untitled
说明: 计算BBO晶体一类匹配时随非共线角变化的相位匹配角(Calculating the phase matching angle of BBO crystal with non-collinear angle)
- 2021-05-08 17:28:35下载
- 积分:1
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spiht_5
image compression using sphit algorithm
- 2012-02-15 19:59:27下载
- 积分:1
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fingerprintstructure
这个算法是仿真linghong的基于指纹码的方法
内有最新的指纹奇异点检测算法(the simulation algorithm is based on fingerprint linghong the code within the latest fingerprint singular point detection Algorithm)
- 2007-03-19 10:03:19下载
- 积分:1
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Particle-Filter-with-comments
说明: 有注释的粒子滤波程序。粒子滤波(PF: Particle Filter)的思想基于蒙特卡洛方法(Monte Carlo methods),它是利用粒子集来表示概率,可以用在任何形式的状态空间模型上。(Annotated particle filter program. Particle filter (PF: Particle Filter) Monte Carlo method based on the idea (Monte Carlo methods), which is set to represent the probability of a particle can be used in any form of state space model.)
- 2011-03-07 17:01:45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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imagequality
图像质量评价代码:
灰度平均梯度
边缘能量
方差
点锐度(image quality evalution method)
- 2014-04-13 15:42:39下载
- 积分:1
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besttree
基于最优小波包的特征提取 大家可以参考
基于最优小波包的特征提取 大家可以参考基于最优小波包的特征提取 大家可以参考(Based on best wavelet packet feature extraction we can refer to based on best wavelet packet feature extraction we can we can refer to reference based on best wavelet packet feature extraction)
- 2012-07-31 16:40:01下载
- 积分:1
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satillite_orbit
航天卫星轨道运行计算,输入轨道根数或初始位置和速度,输出运行轨迹,并绘出三维图像。(Space satellite orbit calculation, enter the number of the track or the initial position and velocity output running track, and draw a three-dimensional image.)
- 2015-06-16 16:18:48下载
- 积分:1