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imagedenoising
说明: 实现图像受混合噪声污染时去除噪声的目的,在6种方法比较之下,得出最优的图像去噪算法(Image by mixed noise pollution when the purpose of removing noise, in the six kinds of methods of comparison, the optimum image denoising algorithm)
- 2008-09-11 10:07:58下载
- 积分:1
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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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TEST
四步相移 多频外差 的matlab 理论演示(Four-step phase shift matlab theory demonstrates that multi-frequency heterodyne)
- 2013-04-09 17:24:02下载
- 积分:1
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fg_masks.tar
自动前背景分割,基于超像素、形状和外观前验概率及图切割(A novel foreground/background segmentation
algorithm that attempts to segment the interesting
objects from the rest of the image.The model includes a geometric prior and an appearance
prior, whose parameters are learnt on the fly from
images that are similar to the query image. It uses graphcut
based energy minimization to enforce spatial coherence
on the model’s output.)
- 2012-08-19 10:16:18下载
- 积分:1
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bbs
汉字识别,可以识别图片中的汉字,进行图像处理,本科毕业设计的资料(Chinese character recognition)
- 2016-12-03 14:04:27下载
- 积分:1
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curcularunderflow
matrix 基本功能集合,认真研究会有收获()
- 2018-04-04 14:40:59下载
- 积分:1
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imresize
图像插值算法有三种方法,最近邻插值、双线性插值、卷积插值(Image interpolation algorithm has three methods, nearest neighbor interpolation, bilinear interpolation, convolution interpolation)
- 2008-05-12 10:07:55下载
- 积分:1
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Gabor_GLM_FEX
视网膜血管检测的Gabor变换和机器学习,教程
本教程将演示如何Gabor变换和广义
的线性模型(GLM)可用于视网膜血管检测
图像。
,我们将尝试检测视网膜血管从
的训练图像,首先,Gabor滤波器与图像卷积。
GLM将使用Gabor变换的图像特征确定
(独立变量)和容器的位置
为结果(因变量)。( Retinal Vessel Detection by Gabor Transform and Machine Learning, a Tutorial
This tutorial will demonstrate how Gabor transforms and generalized
linear model (GLM) can be used for detection of retinal vessels in
images.
Specifically, we will attempt to detect the retinal vessels a
training image , by first, convoluting multiple Gabor filters with the image.
A GLM will be determined using the Gabor transformed images as features
(the independent variables), and the locations of the vessels
as the outcome (the dependent variable).)
- 2017-05-11 12:25:03下载
- 积分:1
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CollisionDetection
碰撞检测完整实例 (Complete example of collision detection)
- 2009-07-10 12:01:36下载
- 积分:1
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pcnnfilter
PCNN实现降噪的不错
PCNN是很好的自动分割工具
PCNN是很好的自动分割工具(PCNN是很好的自动分割工具,)
- 2009-06-20 15:47:19下载
- 积分:1