Description: 利用matlab实现彩色图像的分割。算法主要是利用聚类算法。-using Matlab color image segmentation. This algorithm is to use clustering algorithm. Platform: |
Size: 862780 |
Author:cnn |
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Description: 人工免疫算法的集合，包含函数优化，图象识别，聚类等多种应用，采用matlab编程，并负有示例数据。~..~
-artificial immune algorithm set includes function optimization, image recognition, clustering, and other applications. using Matlab programming, and bear sample data. ~ ~ .. Platform: |
Size: 686498 |
Author:黑晓丽 |
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Description: 中心点漂移是一种非监督聚类算法（与k-means算法相似，但应用范围更广些),可用于图像分割，基于Matlab实现的源码。
MedoidShift is a unsupervised clustering algorithm(similar to k-means algorithm, but can be used in border application fields), can be used for image segmentation. Included is the Matlab implementation source code. Platform: |
Size: 37357 |
Author:陈明 |
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Description: 基于MATLAB实现的使用小波实现的纹理图像分割，具体过程是先对图像进行三级小波分解，每级都对系数聚类并指导下一
级分类，分割效果较好-Based on MATLAB realize realize the use of wavelet texture image segmentation, the specific process is the first image 3 wavelet decomposition, each level of clustering coefficient and to provide guidance to the next level of classification, segmentation better Platform: |
Size: 66560 |
Author:王伟 |
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Description: Andrew Ng Cousera 机器学习K-means勇于图像压缩 以及主成分分析PCA用在人脸识别，源代码以及说明文档。(Andrew Ng Cousera machine learning , the K-means clustering algorithm and apply it to compress an image. In the second part, you will use principal component analysis to find a low-dimensional representation of face images.) Platform: |
Size: 11488256 |
Author:mark198033
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Description: Using MATLAB dynamic clustering or iterative self-organizing data analysis, The true extent of the value of the intermediary measure, measure the true extent of the agency based on the value of image segmentation It draws on principal component analysis algorithm (PCA). Platform: |
Size: 6144 |
Author:谢红平
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Description: MATLAB程序/聚类算法在图像分割中的应用/主要用于图像聚类(MATLAB/clustering algorithm is used in image segmentation for image clustering) Platform: |
Size: 7168 |
Author:HKJWJY
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Description: Contour Detection and Hierarchical Image Segmentation (UC Berkeley)
MATLAB/C++混编
Arbela?ez, P., Maire, M., Fowlkes, C., & Malik, J. (2011). Contour Detection and Hierarchical Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(5), 898–916. https://doi.org/10.1109/TPAMI.2010.161(This paper investigates two fundamental problems in computer vision: contour detection and image segmentation. We present state-of-the-art algorithms for both of these tasks. Our contour detector combines multiple local cues into a globalization framework based on spectral clustering. Our segmentation algorithm consists of generic machinery for transforming the output of any contour detector into a hierarchical region tree. In this manner, we reduce the problem of image segmentation to that of contour detection. Extensive experimental evaluation demonstrates that both our contour detection and segmentation methods significantly outperform competing algorithms. The automatically generated hierarchical segmentations can be interactively refined by user-specified annotations. Computation at multiple image resolutions provides a means of coupling our system to recognition applications.) Platform: |
Size: 30558208 |
Author:aa11285
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Description: Complete class-based image processing, contains all of the source code, auto image, K-means clustering algorithm based on the PSO, When processing a signal frequency analysis. Platform: |
Size: 150528 |
Author:罗文凡
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Description: 进行图像像素的聚类分析，采用k-mean聚类分析，速度比MATLAB快5倍之多。(Cluster analysis of image pixels, using K-mean clustering analysis, the speed is faster than MATLAB 5 times more.) Platform: |
Size: 9528320 |
Author:a12543
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Description: k均值聚类提取，适合学习。先将RGB图像转换到LAB空间，在LAB空间进行聚类分割。(K-means clustering is suitable for learning. First convert the RGB image to LAB space and perform clustering and segmentation in the LAB space.) Platform: |
Size: 2323456 |
Author:江城歌 |
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Description: SSC经典的稀疏子空间聚类算法，matlab代码，可用于图像分割，图像识别等(SSC based matlab,can be used for image segmentation,image recognization and so on) Platform: |
Size: 10042368 |
Author:llll66 |
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Description: Color Reduction and Quantization using k-Means, Fuzzy Clustering (FCM), and SOM Neuarl Network in MATLAB
In this post, we are going to share with you, the MATLAB implementation of Color Quantization and Color Reduction of images, using intelligent clustering approaches: (a) k-Means Algorithm, (b) Fuzzy c-Means Clustering (FCM), and (c) Self-Organizing Map Neural Network. The implemented code, uses RGB and HSV color coding, to perform the clustering task, and user can select desired approach of coding. Platform: |
Size: 248832 |
Author:amardz |
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Description: 结合模糊C均值聚类算法与水平集方法的图像分割代码，分割效果良好。(The image segmentation code based on fuzzy c-means clustering algorithm and level set method has a good segmentation effect.) Platform: |
Size: 1057792 |
Author:zxy0504 |
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Description: 该课题为基于kmeans的聚类分割，输入一张彩色图像，可以选择需要分割成多少类，就会以不同颜色区分不同的块，带有GUI界面，操作丰富。(This topic is based on Clustering Segmentation of kmeans. Input a color image, you can choose how many categories you need to segment, and then different blocks will be distinguished with different colors, with GUI interface and rich operation.) Platform: |
Size: 72704 |
Author:for Matlab |
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Search - image clustering matlab