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Local-Binary-Patterns
局部二进制模式,LBP,是已被用于纹理特征的一个
分类。在本文中,提出了一种基于使用这些功能的方法
检测缺陷图案的面料。在培训阶段,在第一个步骤LBP算子是
施加到无缺陷织物样品,逐个象素和参考的所有的行(列)
特征矢量的计算。那么这个图像被分为Windows和LBP算子是
应用这些窗口的每一行(列)。根据与参考比较
特征向量一个合适的阈值,无缺陷的窗户被发现。在检测阶段中,一个
测试图像被划分成的窗户,并使用阈值时,有缺陷的窗口可以
检测到。该方法简单,灰度不变。由于其简单性,
线上实现是可能的。(Local Binary Patterns, LBP, is one of the features which has been used for texture
classification. In this paper, a method based on using these features is proposed for
detecting defects in patterned fabrics. In the training stage, at first step LBP operator is
applied to all rows (columns) of a defect free fabric sample, pixel by pixel, and the reference
feature vector is computed. Then this image is divided into windows and LBP operator is
applied to each row (column) of these windows. Based on comparison with the reference
feature vector a suitable threshold for defect free windows is found. In the detection stage, a
test image is divided into windows and using the threshold, defective windows can be
detected. The proposed method is simple and gray scale invariant. Because of its simplicity,
online implementation is possible as well. )
- 2014-05-26 22:42:00下载
- 积分:1
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super-resolutioncode
该代码是基于学习的超分辨率重建,此算法是在线字典学习,字典的训练与稀疏表示与重建同时进行。(This code is based on the study of super-resolution reconstruction, this algorithm is learning online dictionaries, dictionaries of training and sparse representation and reconstruction simultaneously.)
- 2016-03-10 09:06:50下载
- 积分:1
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fcmapp
说明: 用FCM算法实现图像分割(图像源可以是灰度、索引和RGB图像)(FCM image segmentation algorithm (image source can be gray, indexes and RGB images))
- 2006-03-26 14:26:14下载
- 积分:1
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ChangeDetect
遥感图像处理代码,遥感图像自动变化检测代码,根据不同时相的图像自动检测变化信息(Remote sensing image processing code)
- 2015-04-14 08:48:28下载
- 积分:1
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phasepack-matlab-master
说明: 包含主要的相位恢复算法,用于解决相位恢复问题,在计算光学成像领域被广泛使用。(This code includes conventional phase retrieval algorithms designed for phase retrieval problems, which is widely used in computational optical imaging.)
- 2020-09-20 12:20:12下载
- 积分:1
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wenlitezhengtiqu
包括计算共生矩阵、对共生矩阵归一化、对共生矩阵计算能量、熵、惯性矩、相关4个纹理参数、求能量、熵、惯性矩、相关的均值和标准差作为最终8维纹理特征
(Including the calculation of co-occurrence matrix, normalized to the co-occurrence matrix, co-occurrence matrix calculation on the energy, entropy, moment of inertia, related to four texture parameters, find the energy, entropy, moment of inertia, related to the mean and standard deviation as the final eight-dimensional texture feature)
- 2010-06-01 16:43:41下载
- 积分:1
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paticle_filter
自己编写的粒子滤波程序,请用户自己添加视频测试(Their own procedures for the preparation of the particle filter, please add the user' s own Video Test)
- 2009-06-19 12:43:32下载
- 积分:1
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jsttg
Complete class-based image processing, contains all of the source code, auto image, There are cycle detection, periodic testing, MIT Artificial Intelligence Laboratory identification of the target source.
- 2017-09-22 13:35:56下载
- 积分:1
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attack
为数字图像水印提供多种攻击方式,其中包括JPEG压缩、高斯低通滤波等多达十种攻击方式。(Offers a variety of attacks of digital watermarking ,including the jpeg compression, Gaussian low-pass filtering, up to ten different attacks)
- 2020-06-29 21:20:01下载
- 积分:1
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Subpixel-level-corner-
就用利用OPENCV亚像素级角点检测,这个方法对于初学代码程序的人来说很实用(On the use of the use of sub-pixel OPENCV corner detection, this method code program for the beginner who is very practical)
- 2015-09-08 21:46:15下载
- 积分:1