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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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Features2D_Homography
使用OpenCV实现特征点的查找以及两幅图像中的特征点匹配(Use the function findHomography to find the transform between matched keypoints.
Use the function perspectiveTransform to map the points)
- 2014-03-07 11:04:15下载
- 积分:1
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laplace
说明: 用opencv编写的视频捕捉以及边缘提取的程序,调试成功,另附调试用的avi视频,希望对大家有所帮助(Opencv prepared with video capture as well as the procedures for edge detection, debugging success, followed by the avi debug video, hope to help everyone)
- 2008-09-04 20:10:07下载
- 积分:1
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TTsaidemarcats
Tsai标定算法,用用于图像标定的,可以使用
(Tsai calibration algorithm used for image calibration, you can use)
- 2012-09-15 19:07:10下载
- 积分:1
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demo
对BMP文件进行图像处理,包括:边缘检测、频域变换、几何变换、图像变换校正、灰度变换、图像编码、平滑和匹配(BMP files for image processing, comprising: an edge detection, a frequency domain transformation, geometric transformation, image transformation correction gradation conversion, image coding, and matching the smooth)
- 2014-01-12 10:17:03下载
- 积分:1
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XIHUA
本程序是使用c++开发语言编写的,功能是将bmp图像进行细化处理,比如,可以将比较粗的汉字细化成较细的汉字。(This program used c++ development language, the function is to thinning BMP image . For example, it can be more crude refining the Chinese characters into a fine characters.)
- 2016-01-06 16:35:17下载
- 积分:1
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PT
说明: 简单的数字图像处理程序,实现灰度化,二值化,边缘检测等(Simple digital image processing program, graying, binarization, edge detection, etc....)
- 2012-02-28 18:49:50下载
- 积分:1
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Video
中国科学院长春光学精密机械与物理研究所
基于外极线约束条件的视频判读方法(Changchun Institute of Optics, Fine Mechanics and Physics epipolar constraint based on the video interpretation method)
- 2010-12-08 12:25:49下载
- 积分:1
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02-gpbM
M估计子,计算机视觉大牛Peter Meer出品。(Generalized Projection based M-estimator
C++ code to find the robust estimate derived without using any user supplied scale. The theory is described in Generalized Projection Based M-stimator. )
- 2020-12-22 16:59:06下载
- 积分:1
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division
图像的分割处理,可以将图像中的数字分割找出(IMAGE division)
- 2010-08-28 08:43:02下载
- 积分:1