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基于OPENCV的SIFT特征提取与匹配算法
OPENCV_SIFT_VC6
基于OPENCV的SIFT特征提取与匹配算法。包含完整的从图像高斯金字塔、DOG、空间极值点提取、关键点描述、KDtree匹配等关键步骤的全部函数实现,对全面深入理解Lowe的SIFT算法有莫大帮助。程序运行前须安装(1)OpenCV: http://opencvlibrary.sourceforge.net
(2)SIFT: http://web.engr.oregonstate.edu/~hess/index.html,并配置其环境参数。(OPENCV the SIFT-based feature extraction and matching algorithm. Contains a complete Gaussian pyramid from the image, DOG, space extremum point extraction, description of key points, KDtree matching key step in the realization of the full function of the comprehensive and in-depth understanding of Lowe s SIFT algorithm of tremendous help. Program to run before the installation of (1) OpenCV: http://opencvlibrary.sourceforge.net (2) SIFT: http://web.engr.oregonstate.edu/ ~ hess/index.html, and configure the parameters of their environment.)
- 2020-06-26 03:00:02下载
- 积分:1
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fft2andiff2
自己编写fft2和ifft2程序并进行快速傅里叶变换试验(fft2 and ifft2)
- 2012-04-27 20:28:28下载
- 积分:1
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20081680
about algorithms of image enhancement processing
- 2009-11-18 15:21:59下载
- 积分:1
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twoview_reconstruction
利用2张不同角度的图像,重建出三维图像
two view 3D reconstruction(Two different angles of the image, and reconstruct the three-dimensional image two view 3D reconstruction)
- 2012-11-02 14:36:37下载
- 积分:1
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OTSUMultiThre
1.本程序功能包含显示直方图,OTSU的单值分割,OTSU的二值分割,OTSU的三值分割
2.在OTSU的分割时,通常情况下我们是通过类间方差得到一个分割阈值,但是有时候我们需要得到各灰度级别的目标,那么采取多值分割是
很必要的,通过改进得到OTSU的多值分割方法
3.本程序另外还有显示直方图,计算程序运行时间,处理结果以新的窗口显示等细节,这部分适合MFC初学者。(1. This procedure shows the histogram feature, OTSU single segmentation, OTSU binary segmentation, OTSU three segmentation 2. OTSU segmentation, it is usually the case we are through the between-cluster variance by a partition threshold , but sometimes we need to be the gray level of the target, then the multi-segmentation is necessary, through improved access to multi-OTSU segmentation methods 3. This procedure in addition to show the histogram to calculate run time, treatment the results of a new window display the details of this part of MFC for beginners.)
- 2009-02-06 14:55:41下载
- 积分:1
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MATLAB
常规的中值滤波器,在噪声的密度不是很大的情况下效果不错。但是当概率出现的概率较高时,常规的中值滤波处理后,仍然具有噪声点,并丢失了细节和边缘,效果不是很好。
自适应中值滤波器可以尽可能的保护图像中细节信息,避免图像边缘的细化或者粗化。(The conventional median filter works well when the noise density is not very large. However, when the probability of probability is high, the conventional median filter still has noise points, and the details and edges are missing. The result is not very good.
The adaptive median filter can protect details in the image as far as possible and avoid thinning or coarsening of the image edges.)
- 2018-05-28 11:29:19下载
- 积分:1
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SR
说明: 利用稀疏矩阵思想进行图像的超分辨率重建,效果较好。(Thinking of using sparse matrix for image super-resolution reconstruction, the effect is better.)
- 2011-04-24 16:11:40下载
- 积分:1
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HOG
计算局部形状描述符梯度方向直方图(HOG),直接输入图像即可用。(Calculate the local shape descriptors gradient orientation histogram (HOG), the input image can be used directly.)
- 2013-11-02 16:33:29下载
- 积分:1
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BM3D
BM3D去噪算法的实现和相关文档,很好的去噪算法(Image and video denoising by sparse 3D transform-domain collaborative filtering
Block-matching and 3D filtering (BM3D) algorithm
)
- 2021-04-25 17:38:46下载
- 积分:1
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NSST_PAPCNN_Fusion
说明: 通过多尺度分解,实现医学图像的图像融合,达到更好的效果(Through multi-scale decomposition, medical image fusion can be achieved to achieve better results.)
- 2021-04-08 11:59:00下载
- 积分:1