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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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fner
这是一个专门为菲涅尔衍射设计的一个仿真程序!参考光为平面波!本人测试过,没有问题存在!(This is a design specifically for the Fresnel diffraction of a simulation program! A plane wave reference beam! I tested, no problem!)
- 2011-06-04 01:25:57下载
- 积分:1
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LevinEtAl07(dhxu757)
在图像去卷积算法引入先验模型的应用,主要是建立马尔可夫随机场先验模型.很大程度上改进了去卷积的效果,更多的保持了图像的边缘特征.(In image deconvolution algorithm Application of the introduction of a priori model, mainly the establishment of Markov random field a priori model. A large extent, improved the effectiveness of deconvolution, more to maintain the image of the edge feature.)
- 2008-06-30 12:38:21下载
- 积分:1
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locating
一个车牌定位方法,包括图像的灰度化,二值化,数学形态学的处理,滤波等(A license plate location methods, including gray-scale images, the binarization, mathematical morphology processing, filtering, etc.)
- 2008-01-10 11:24:47下载
- 积分:1
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lane-detect
canny边缘检测,还有车道线检测。效果还可以。(canny edge detection, and lane detection. The effect can be.)
- 2014-01-14 16:44:00下载
- 积分:1
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CDD
一种基于CDD的图像修复算法,效果还不错,做图像修复的可以好好看看,还有论文哦
(Based CDD image restoration algorithm, the results were pretty good, do image restoration can be a good look, there are papers Oh)
- 2013-01-15 11:56:16下载
- 积分:1
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darktest1
何凯明暗原色去雾方法的matlab程序,按此种方法进行图像去雾(He Kaiming dark color to the fog method matlab program, according to this method the image to fog)
- 2011-05-21 19:12:58下载
- 积分:1
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liver_ultr
Abstract—Noninvasive ultrasound imaging of carotid plaques
allows for the development of plaque-image analysis methods associated
with the risk of stroke. This paper presents several plaqueimage
analysis methods that have been developed over the past
years. The paper begins with a review of clinical methods for visual
classification that have led to standardized methods for image
acquisition, describes methods for image segmentation and denoizing,
and provides an overview of the several texture-feature
extraction and classification methods that have been applied. We
provide a summary of emerging trends in 3-D imaging methods
and plaque-motion analysis. Finally, we provide a discussion of the
emerging trends and future directions in our concluding remarks.
- 2013-10-28 12:36:04下载
- 积分:1
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adapt2
针对红外图像特别是红外弱小目标的特点,提出一种基于双平台的直方图均衡算法。(The characteristics of the infared dim-small targets iamge was analyzed.A new contrast enhancement algorithm was presented based on double plateaus histogram equalization)
- 2012-02-20 11:02:07下载
- 积分:1
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wlan
图像编辑控件,图像编辑控件图像编辑控件图像编辑控件(Image Edit Control)
- 2011-11-25 14:55:58下载
- 积分:1