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richter-master

于 2021-02-20 发布文件大小:41KB

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下载积分: 1 下载次数: 35

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代码说明：

使用cnn + svm的分类，结果运行不错(Using CNN + SVM classification, the result runs pretty well.)

文件列表：

richter-master, 0 , 2016-11-10
richter-master\SVM_retrieve.m, 4567 , 2016-11-10
richter-master\SVM_retrieve_classify.m, 6994 , 2016-11-10
richter-master\checkMaps.m, 3217 , 2016-11-10
richter-master\clusterBoxes.m, 4596 , 2016-11-10
richter-master\clusterBoxes_CNN.m, 4768 , 2016-11-10
richter-master\colorHistogram.m, 344 , 2016-11-10
richter-master\colorlbp.m, 183 , 2016-11-10
richter-master\edgeExample.m, 655 , 2016-11-10
richter-master\findMissingFile.m, 820 , 2016-11-10
richter-master\lbp.m, 6280 , 2016-11-10
richter-master\main.m, 1599 , 2016-11-10
richter-master\makeDir.m, 209 , 2016-11-10
richter-master\normalize.m, 159 , 2016-11-10
richter-master\overfeat.m, 2010 , 2016-11-10
richter-master\putAverages.m, 1494 , 2016-11-10
richter-master\randomGenerator.m, 84824 , 2016-11-10
richter-master\randomGenerator2.m, 479 , 2016-11-10
richter-master\readfilelist.m, 445 , 2016-11-10
richter-master\retrieve.m, 1935 , 2016-11-10
richter-master\sample.m, 387 , 2016-11-10
richter-master\saveCNNFeatures.m, 1211 , 2016-11-10
richter-master\saveCNNFeaturesFromBoxes.m, 1733 , 2016-11-10
richter-master\saveConfusion.m, 352 , 2016-11-10
richter-master\saveFeatures.m, 1525 , 2016-11-10
richter-master\saveFeaturesFromBoxes.m, 2256 , 2016-11-10
richter-master\shortenFileNames.m, 987 , 2016-11-10
richter-master\svmClassify.m, 7344 , 2016-11-10
richter-master\svmClassify_new.m, 7685 , 2016-11-10
richter-master\svmClassify_new_viewMaps.m, 8285 , 2016-11-10
richter-master\svmClassify_old.m, 7736 , 2016-11-10
richter-master\test.m, 6574 , 2016-11-10
richter-master\testOverfeat.m, 832 , 2016-11-10
richter-master\test_BOW_new.m, 4134 , 2016-11-10
richter-master\test_SVM.m, 6461 , 2016-11-10
richter-master\test_SVM_new.m, 6676 , 2016-11-10
richter-master\test_new.m, 6663 , 2016-11-10
richter-master\tinyImage.m, 247 , 2016-11-10
richter-master\viewCNNFeatures.m, 1180 , 2016-11-10

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psf
说明： matlab编写计算直边图像的点扩散函数PSF(Compiling Point Spread Function ( PSF) for Computing Straight Edge Images with MATLAB)

2021-03-25 15:19:14下载

积分：1
PG_BOW_DEMO
图像的特征用到了Dense Sift，通过Bag of Words词袋模型进行描述，当然一般来说是用训练集的来构建词典，因为我们还没有测试集呢。虽然测试集是你拿来测试的，但是实际应用中谁知道测试的图片是啥，所以构建BoW词典我这里也只用训练集。其实BoW的思想很简单，虽然很多人也问过我，但是只要理解了如何构建词典以及如何将图像映射到词典维上去就行了，面试中也经常问到我这个问题，不知道你们都怎么用生动形象的语言来描述这个问题？用BoW描述完图像之后，指的是将训练集以及测试集的图像都用BoW模型描述了，就可以用SVM训练分类模型进行分类了。在这里除了用SVM的RBF核，还自己定义了一种核： histogram intersection kernel，直方图正交核。因为很多论文说这个核好，并且实验结果很显然。能从理论上证明一下么？通过自定义核也可以了解怎么使用自定义核来用SVM进行分类。(Image features used in a Dense Sift, by the Bag of Words bag model to describe the word, of course, the training set is generally used to build the dictionary, because we do not test set. Although the test set is used as the test you, but who knows the practical application of the test image is valid, so I am here to build BoW dictionary only the training set. In fact, BoW idea is very simple, although many people have asked me, but as long as you understand how to build a dictionary and how to image map to the dictionary D up on the line, and interviews are often asked me this question, do not know you all how to use vivid language to describe this problem? After complete description of the image with BoW, refers to the training set and test set of images are described with the BoW model, the training of SVM classification model can be classified. Apart from having to use the RBF kernel SVM, but also their own definition of a nuclear: histogram intersection kernel, histogram )

2011-11-01 17:01:09下载

积分：1
FJT
用MATLAB处理数字图像，对图像进行梯度处理，绘制图像的梯度图。(MATLAB deal with digital image, gradient image processing, rendering the image gradient map.)

2020-08-25 15:38:14下载

积分：1
surf
surf算法对图像的配准实时的取证，经本人验证，该程序好用无误，可放心使用(surf algorithm for image registration in real time forensics, after I verify that the correct program easy to use, ease of use)

2013-05-26 17:41:37下载

积分：1
最邻近插值的matlab实现代码nearset
最邻近插值的matlab实现代码，可以对图像进行插值，插值的方法为最邻近插值法(The nearest neighbor interpolation matlab code, image interpolation, interpolation methods nearest neighbor interpolation)

2012-10-29 20:54:31下载

积分：1
SaliencyToolbox
官方版SaliencyToolbox最新版本，对加载图片进行视觉注意机制的显著性运算，压缩包内含多张素材图片(The latest version of official version SaliencyToolbox of, load the image of the visual attention mechanism, a significant sex operator, compressed packets containing more than one material picture)

2012-08-15 21:25:16下载

积分：1
curvematchingtool
curve matching tool 关于曲线匹配的一些程序(curve matching tool on the curve matching some of the procedures)

2007-05-15 09:52:24下载

积分：1
mser-example
应用MSER检测子检测图像局部区域来估计图像尺度信息，非常好用！(Applying MSER to detect the local region in images, then estimate the image scale information, very easy to use!)

2011-08-10 15:22:09下载

积分：1
lixiaomao
this code is for the paper of image segmentation based on level set methods. in this paper improves Tony Chan s paper and improves the speed.

2012-04-28 17:18:16下载

积分：1
SSDA
SSDA序贯相似性检测方法对图像进行模板匹配。从源图像中取小图，再到源图像中找到小图所处的位置。(SSDA sequential similarity detection method of the image template matching. Source image taken from the small map, to find a small map the source image position.)

2010-08-19 09:21:06下载

积分：1

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