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EDLines 快速直线检测算子
EDLines是一种快速直线检测算子,2012年在ICCV上提出,也是目前处理直线检测最快的算法之一,该算法包含三个步骤:(1)边缘提取:利用Edge Drawing (ED)算法[28,29]从灰度图像中提取边缘片段;(2)线段检测:利用最小二乘法提取直线段;(3)线段确认:遵循Helmholtz定律,从已提取的直线段中摒弃虚假线段。EDLines算法的优越性得益于Edge Drawing (ED)算法能够从灰度图像中准确、快速、稳定地提取出光滑、完整的边缘片段。Edge Drawing (ED)算法包含以下步骤:
(1)采用size=5*5,σ=1的高斯核对灰度图像进行平滑滤波,去除噪声;
(2)采用一种常用的梯度算子,如Prewitt、Sobel或Scharr等计算平滑后图像中每个像素点的梯度幅度和梯度方向;
(3)将梯度图中邻域内幅度最大的像素点标记为锚点,这些锚点成为图像边缘点(edge elements)的概率很大;
(4)将相邻的锚点连接成边缘线。从一个锚点起始,ED利用相邻像素的梯度幅度和方向在梯度为最大值的锚点之间游走。
(Edge Drawing (ED) is our recently-proposed, novel, fast edge detection algorithm. What makes ED stand out
the existing edge detectors, e.g., Canny, is the following: While the other edge detectors give out a binary
edge image as output, where the etected edge pixels are usually independent, discontinuous entities ED produces a
set of edge segments, which are clean, contiguous, i.e., connected, chains of edge pixels. Thus, while the output of
the other edge detectors requires urther processing to generate potential object boundaries, which may not even be
possible or result in inaccuracies ED not only produces perfectly connected object boundaries by default, but it also achieves this in blazing speed compared to other edge detector.)
- 2021-03-22 16:29:16下载
- 积分:1
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sample-histogram-equalization
直方图拉伸是通过对比度拉伸对直方图进行调整,从而“扩大”前景和背景灰度的差别,以达到增强对比度的目的(Histogram stretching histogram is adjusted by contrast stretching, thereby " expand" the difference between the foreground and background of gray, in order to achieve the purpose of enhancing the contrast)
- 2016-10-25 17:28:33下载
- 积分:1
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pinyulvbo
利用VC进行图像的频域滤波处理,内含源代码(VC image using the frequency domain filtering treatment, including source code)
- 2009-03-10 18:26:13下载
- 积分:1
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circlefitting
最小二乘法拟合圆vc实现,最小二乘法(least squares analysis)是一种 数学 优化 技术,它通过 最小化 误差 的平方和找到一组数据的最佳 函数 匹配。 最小二乘法是用最简的方法求得一些绝对不可知的真值,而令误差平方之和为最小。(least squares fitting round vc realized, least-squares method (least squares analysis) is a mathematical optimization techniques, It error by minimizing the square and a group of data to find the best matching function. Least-squares method is the most simple method to derive absolutely true value unknown, and so the sum of squared errors to the minimum.)
- 2020-09-09 10:38:03下载
- 积分:1
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mom
经典矩量法点匹配程序,重推导,注释说明详细(Classical point matching moment method procedure)
- 2011-05-12 23:00:16下载
- 积分:1
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sar
SAR成像算法的分析; SAR成傢算法简要介绍 ;Chirp-scaling算法 ; 分布式小卫星SAR解方位多普勒模糊的点目标仿真; 分布式小卫星SAR成像的仿真参数 ;
点目标成像仿真及结果 (SAR imaging algorithm analysis SAR algorithm married briefly Chirp-scaling algorithm distributed small satellite SAR azimuth Doppler ambiguity solution point target simulation distributed small satellite SAR imaging simulation parameters Point Target Imaging Simulation and results)
- 2010-07-07 14:07:57下载
- 积分:1
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GraphCut
图像分割经典算法GraphCut的实现代码,亲测可用。(An implementation of GraphCut Algorithm, which is a classical method in image segmentation field.)
- 2020-09-29 17:27:43下载
- 积分:1
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efotoSource
摄影测量的一个开源代码,内部含有后方交会、前方交会、相对定向、立体量测、像点匹配等功能源代码。(An Photogrametry open source project, including intersection, relative oriention, stereo measure, image matching source code.)
- 2016-10-04 18:16:47下载
- 积分:1
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Lsm_match
最小二乘图像影像匹配方法,一个很详细的源码例程,有过程有结果,希望对初学者有帮助。高斯解方程,以及最小二乘匹配,里面都很详细。(Squares image image matching method, a very detailed source code routines, the outcome of the process, I hope to help beginners. Gaussian solution of equations, and least squares matching, which is very detailed.)
- 2013-07-18 16:52:41下载
- 积分:1
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realtimesuperpixel-master
运用基于密度的聚类算法实现了超像素的分割(The segmentation of super pixels is realized by using the clustering algorithm based on density)
- 2018-01-11 11:54:41下载
- 积分:1