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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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houghparabola
利用Hough变换检测抛物线的算法。利用标准Hough变换从二值(黑白)图像中检测抛物线。(The use of parabolic Hough transform detection algorithms. Standard Hough transform from the binary (black and white) image in the detection of a parabola.)
- 2021-03-21 15:59:17下载
- 积分:1
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HOG-adaboost
HOG adaboost pedestrian-detect
- 2014-04-09 02:59:39下载
- 积分:1
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Deblurring-Images
本书介绍了图像去模糊化的一些基本的知识,并且主要针对svd和spectral decomposition的去模糊算法进行了介绍,以及对于这些方法的一些提高计算速度的算法进行了详细是介绍(This ebook intruduces some basic knowledge of deblurring, especially the methods of SVD and Spectral Decomposition, and some fast algorithms for the two methods.)
- 2020-12-12 10:49:16下载
- 积分:1
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一个基于帧差法的matlab行人检测程序
说明: 一个基于帧差法的matlab行人检测程序(A matlab pedestrian detection program based on frame difference method)
- 2019-01-01 19:40:31下载
- 积分:1
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spa
连续投影算法选出最优波段,一般是选出光谱图形的最优波段(Successive projection algorithm chooses the optimal band, typically selected spectral graph of the optimal band)
- 2020-12-17 19:59:11下载
- 积分:1
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地图热点
在图片上进行热点编辑,可进行区域的连接设置(Hotspot on the image editor, in the area can be connection Settings)
- 2017-06-16 16:41:50下载
- 积分:1
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isar
isar成像处理,对测试数据进行处理的模板,可以显示二维像(ISAR imaging processing, the test data processing template, you can display the 2D image
)
- 2021-05-13 11:30:02下载
- 积分:1
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GPM
一种新颖的退化图像复原方法。适用于水下图像复原,图像去雾,颜色矫正等。运用最大差值先验假设和最大局部对比度先验假设,得到退化图像的深度图,简单有效,快速。结合软抠图法和个、shades of the gray 算法实现图像去雾和水下图像复原。(2016CVPR General Participative Media Single Image Restoration)
- 2016-04-28 09:33:55下载
- 积分:1
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SpatialPyramid
空间金字塔,通过对图片不断的进行层次划分,对每一层的图片信息进行整理用于图片分类等(Beyond Bags of Features: Spatial Pyramid Matching
for Recognizing Natural Scene Categories
)
- 2013-01-15 16:38:58下载
- 积分:1