Description: 一种车牌图像校正新方法
【摘要】因摄像机角度而造成的机动车牌图像倾斜会对其后继的字符分割与识别带来不利的影响。本文在分析了车牌倾斜模式的基础上,提出了一种基于最小二乘支持向量机（LS-SVM）的车牌图像倾斜校正新方法。通过LS-SVM线性回归算法求取坐标变换矩阵并对畸变图像进行旋转校正。主要方法：首先,将二值倾斜车牌图像中的像素转换为二维坐标样本,并构造图像数据集 再通过LS-SVM线性回归算法对该数据集进行回归,求取主要参数 最后,再由该参数转换为能反映图像倾斜方向的2维坐标变换矩阵。实验结果表明,该方法简便实用,对光照、污迹等不敏感,抗干扰能力强。-New Method of a license plate image correction
Abstract caused due to camera angles, the image tilt motor vehicle license will have on its subsequent recognition of characters segmentation and adverse effects. Based on the analysis of the inclined plate model based on proposed based on least squares support vector machine (LS-SVM) of the license plate Skew new approach. By LS-SVM linear regression algorithm to strike a coordinate transformation matrix and rotate the image distortion correction. Main methods: First, the value of the two inclined plate in the image pixel is converted to two-dimensional coordinates of the sample, and construct the image data sets then the linear regression through the LS-SVM regression algorithm for the data set to strike a key parameter final , and then by the parameter is converted to reflect the tilt direction of two-dimensional image coordinate transformation matrix. The experimental results show that the method is simple and practical, to light, Platform: |
Size: 301056 |
Author:Leo |
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Description: 为了提高白细胞自动识别算法的性能,提出了基于均值移动和单类支持向量机的血细胞图像分割新方法. 该方法的原理是将图像中颜色相对稳定的背景和红细胞部分像素作为正训练样本,将颜色复杂多样的白细胞像素作为异常数据检测. 均值移动过程用来在红、绿、兰(RGB) 颜色空间寻找正训练样本集,通过均匀抽样和颜色量化措施,实现单类支持向量机(SVM) 在线实时训练,最终图像像素经过单类SVM 分类来实现分割. 实验表明,新方法对涂片制备和光照变化导致的图像颜色改变有很好的适应性,图像分割精度优于常用流域算法,而耗时只是后者的1/ 4.-In order to improve the performance of automatic recognition of white blood cells, was proposed based on mean shift and single-class support vector machine blood cell image segmentation. The principle is relatively stable color image in the background and the red part of the pixel as being Platform: |
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Author:罗朝辉 |
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Description: 指纹图像的质量测量与评价,在指纹图像分割、增强及指纹匹配等环节都有重要应用. 同时,指纹图像的质量分类,对指纹识别算法的适用性研究也有重要意义. 本文提出一种基于支持向量机的指纹图像质量分类方法.该方法选择梯度、Gabor特征、方向对比度等指标,利用支持向量机有效实现指纹图像质量分类. 并采用少类样本合成过采样技术( SMOTE)降低指纹图像质量好坏的类别不平衡问题对分类的影响. 理论分析和实验结果都表明该方法能够较为有效地提高指纹图像质量分类的正确率.-Fingerprint Image Quality Measurement and evaluation, in the fingerprint image segmentation, enhancement and fingerprint matching has important applications such links. Meanwhile, the quality of fingerprint image classification, on the applicability of fingerprint recognition algorithm is also important. In this paper, based on support vector machine classification of fingerprint image quality. The method chosen gradient, Gabor features, such as indicators of the direction of contrast, the effective use of support vector machine classification of fingerprint image quality. and use a small sample of synthetic over-sampling technique class (SMOTE) lower quality fingerprint image the type of imbalance bad influence on the classification. Theoretical analysis and experimental results show that the method can be used effectively to improve the quality of fingerprint image classification accuracy. Platform: |
Size: 564224 |
Author:郭事业 |
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Description: 基于Java语言编写的图像分割的代码，使用支持向量机的技术对图像进行分割-Written in Java-based image segmentation code, the use of support vector machine technology for image segmentation Platform: |
Size: 975872 |
Author:马志远 |
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Description: 交互式支持向量机图像分割程序，通过鼠标选取区域实现前景和背景选取-Interactive support vector machine image segmentation procedures, through the mouse to select regions of foreground and background selection Platform: |
Size: 340992 |
Author:顾成扬 |
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Description: 一些使用支持矢量机进行图像分割的算法，以及相关的文献资料，打包下载的好东西哦-Some use support vector machine algorithm for image segmentation, and related literature, package download a good thing Platform: |
Size: 15773696 |
Author:li |
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Description: SVM支持向量机在图像分割中的应用，包含Matlab源代码和SVM所用函数。-SVM support vector machine applications, including image segmentation Matlab source code and functions used by SVM. Platform: |
Size: 134144 |
Author:yang |
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Description: 确定车辆牌照在原始图像中的水平位置和垂直位置,从而定位车辆牌照,然后采用局部投影进行字符分割。在字符识别部分,提出了在无特征提取情况下基于支持向量机的车牌字符识别方法-Determine the horizontal position and vertical position of the vehicle license in the original image to locate the vehicle license, then the local projection character segmentation. Part in the character recognition, feature extraction license plate character recognition method based on support vector machine Platform: |
Size: 9216 |
Author:唐建兵 |
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Description: 基于支持向量机的图像分割，以libsvm3.1工具箱为基础，用不同核函数的混合来实现图像分割，自己编的代码，并以成功运行-Based image segmentation based on support vector machine libsvm3.1 toolbox, with a mix of different kernel functions to achieve image segmentation, their compiled code to run successfully Platform: |
Size: 201728 |
Author:刘盼盼 |
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Description: 基于支持向量机的图像分割，以libsvm3.1工具箱为基础，用不同核函数的混合来实现图像分割，自己编的代码，并已成功运行-Based image segmentation based on support vector machine libsvm3.1 toolbox, with a mix of different kernel functions to achieve image segmentation, their compiled code to run successfully Platform: |
Size: 200704 |
Author:刘盼盼 |
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Description: 基于支持向量机的图像分割，以libsvm3.1工具箱为基础，用不同核函数的混合来实现图像分割，自己编的代码，并已成功运行-Based image segmentation based on support vector machine libsvm3.1 toolbox, with a mix of different kernel functions to achieve image segmentation, compiled code, and has been successfully running Platform: |
Size: 200704 |
Author:刘盼盼 |
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Description: 基于支持向量机的图像分割，以libsvm3.1工具箱为基础，用不同核函数的混合来实现图像分割，自己编的代码，并已成功运行-Based image segmentation based on support vector machine libsvm3.1 toolbox, with a mix of different kernel functions to achieve image segmentation, compiled code, and has been successfully running Platform: |
Size: 200704 |
Author:刘盼盼 |
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Description: 支持向量机与水平集相结合的方法分割医学图像，并带有肺部医学图像-Support Vector Machine and level set method of combining medical image segmentation and image with lung medicine Platform: |
Size: 1988608 |
Author:lwwzyx |
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Description: 基于支持向量机方法的图像分割与目标分类.介绍了支持向量机用于车辆图像分类。以及用于单目标图像的分割和多目标图像的分割，介绍的较为详细。-Method of image segmentation based on support vector machine (SVM) and the target classification. This paper introduces the support vector machine (SVM) is used to vehicle image classification. And for single target image segmentation and target image segmentation, introduced detailed. Platform: |
Size: 1817600 |
Author:赵凡 |
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Description: 本程序是基于支持向量机的图像分割问题。通过支持向量机对图片的采样点进行训练，然后对整张图片进行预测。可以将图片分为前景与背景两个部分。-This procedure is based on the support vector machine image segmentation problem. Through the support vector machine to the picture of the sampling point for training, and then the whole picture to predict. Images can be divided into two parts: foreground and background. Platform: |
Size: 194560 |
Author:董彦彬 |
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Search - support vector machine image segmentation