Description: In this project ,we propose a color based segmentation method that uses the c means clustering technique to track tumor objects in magnetic resonance (MR) brain images. The key concept in this color based segmentation algorithm with k means means to convert a given gray level MR image in to a color space image and then separate the position of tumor objects from other items of an MR image by using c means clustering
And histogram clustering .Experiments demonstrates that the method can successfully achieve segmentation for MR brain images to help pathologists distinguish exactly lesion size and region.
-In this project ,we propose a color based segmentation method that uses the c means clustering technique to track tumor objects in magnetic resonance (MR) brain images. The key concept in this color based segmentation algorithm with k means means to convert a given gray level MR image in to a color space image and then separate the position of tumor objects from other items of an MR image by using c means clustering
And histogram clustering .Experiments demonstrates that the method can successfully achieve segmentation for MR brain images to help pathologists distinguish exactly lesion size and region.
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Author:pramod |
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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: |
Size: 440320 |
Author:罗朝辉 |
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Description: In this project, we intend to segment natural images by combing colour and texture information. For this we will be using an unsupervised image segmentation framework (referred to as CTex) that is based on the adaptive inclusion of color and texture in the process of data partition. It is new formulation for the extraction of color features that will evaluate the input image in a multispace color representation. To achieve this, we will be using the opponent characteristics of the RGB and YIQ color spaces where the key component will be the inclusion of the Self Organizing Map (SOM) network in the computation of the dominant colors and estimation of the optimal number of clusters in the image. The texture features will be computed using a multichannel texture decomposition scheme based on Gabor filtering. Platform: |
Size: 347136 |
Author:rupesh |
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Description: 基于分水岭自动选取种子的区域生长来进行彩色图像分割-Automatically selected based on the watershed to the seed region growing for color image segmentation Platform: |
Size: 5120 |
Author:Image |
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Description: vs2008环境下，opencv开发的金字塔彩色图像分割，对于理解多层次多尺度图像处理有很好的参考价值！-vs2008 environment, opencv pyramid developed color image segmentation, for understanding the multi-level multi-scale image processing is a good reference value! Platform: |
Size: 4640768 |
Author:wwwddd |
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Description: 本书在介绍MATLAB编程基础知识之后，主要围绕数字图像处理的主干内容展开。这些内容包括：亮度变换、线性和非线性空间滤波、频率域滤波、图像复原与配准、彩色图像处理、小波、图像数据压缩、形态学图像处理、图像分割、区域和边界的表示与描述以及目标识别。-Book introduces the basics of MATLAB programming, the main focus on the backbone of the contents of digital image processing to start. These elements include: brightness transform, linear and nonlinear spatial filtering, frequency domain filtering, image restoration and registration, color image processing, wavelets, image data compression, morphological image processing, image segmentation, region and boundary representation and description and object recognition. Platform: |
Size: 20545536 |
Author:张云 |
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Description: 基于颜色模型和纹理特征的彩色水果图像分割方法Color model and texture features based on color image segmentation method fruit-Color model and texture features based on color image segmentation method fruit Platform: |
Size: 247808 |
Author:renww11 |
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Description: 基于HSI颜色空间的绝缘子图像的分割HSI color space based on image segmentation insulator-HSI color space based on image segmentation insulator Platform: |
Size: 354304 |
Author:zaizai112 |
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Description: 对彩色图像灰度化，使得图像更容易做进一步的变换，比如阈值计算，图像分割等-Grayscale color images, making images easier to do further transformations, such as the threshold value, image segmentation, etc. Platform: |
Size: 46080 |
Author:郝志浪 |
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Description: 有效的肤色分割程序，将RGB颜色空间转化到YCbCr空间，有效处理了光照 通过形态学处理完善了图片肤色分割的圆滑程度-Skin color segmentation and effective procedure to RGB color space conversion to the YCbCr space to deal effectively with the light through the morphological processing and improved color image segmentation smooth level Platform: |
Size: 1024 |
Author:jack |
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Description: 彩色图转换成灰度图，用于彩色图像分割的一个重要步骤-Color image into grayscale, for color image segmentation is an important step Platform: |
Size: 1709056 |
Author:李杰 |
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Description: 该代码能够实现K均值聚类算法对彩色图像分割，在MATLAB下实现。-The code can achieve K means clustering algorithm to color image segmentation, in MATLAB to achieve. Platform: |
Size: 1024 |
Author:牛少敏 |
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Description: 本程序首先把图像由RGB空间转到HSI空间，然后利用彩色图像分割策略以及meanshift算法对图像进行分割最后加入边界合成。其中‘keyprogram.m’文件为主程序，‘meanshift.m’文件为调用函数，实现数据的聚类分割。-The program first the image from the RGB space to HSI space and then using color image segmentation strategy and meanshift image segmentation algorithm synthesis of the last to join the border. Which ' keyprogram.m' file-based program, ' meanshift.m' file to call the function, data clustering segmentation. Platform: |
Size: 161792 |
Author:刘常云 |
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Description: 一种运用爬山算法彩色图像分割算法，参考文献"Salient RegionDetection and Segmentation"-Hill-Climbing Algorithm for Color Image Segmentation.Reference to "Salient RegionDetection and Segmentation" Platform: |
Size: 86016 |
Author:Y.Meng |
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Description: 支票印鉴图的彩色图像分割，在处理过程中选取感兴趣的颜色（红色）进行分割-Check seal map image segmentation, are interested in the process, select the color (red) were divided Platform: |
Size: 21504 |
Author: |
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Description: 实现了对任意的彩色图像的分割 不需要进行预先的分类总数的设定和干预-a very strong and robust color image segmentation algorithom which can be used in a lot of area Platform: |
Size: 1236992 |
Author:蒋崛 |
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Description: 将彩色图像从RGB转化到lab彩色空间，进行K-mean聚类将图像分割-The color image in RGB color space conversion to lab space , K-mean clustering image segmentation
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Size: 7168 |
Author:zhangfengyuan |
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Search - color image segmentation