Description: A general technique for the recovery of signi cant
image features is presented. The technique is based on
the mean shift algorithm, a simple nonparametric pro-
cedure for estimating density gradients. Drawbacks of
the current methods (including robust clustering) are
avoided. Feature space of any nature can be processed,
and as an example, color image segmentation is dis-
cussed. The segmentation is completely autonomous,
only its class is chosen by the user. Thus, the same
program can produce a high quality edge image, or pro-
vide, by extracting all the signi cant colors, a prepro-
cessor for content-based query systems. A 512 512
color image is analyzed in less than 10 seconds on a
standard workstation. Gray level images are handled
as color images having only the lightness coordinate-A general technique for the recovery of sig ni cannot image features is presented. The techni que is based on the mean shift algorithm, a simple nonparametric pro-cedure for estimat ing density gradients. Drawbacks of the curren t methods (including robust clustering) are av oided. Feature space of any nature can be proces sed, and as an example, color image segmentation is dis-cussed. The se gmentation is completely autonomous. only its class is chosen by the user. Thus, the same program can produce a high quality edge image, or pro-vide. by extracting all the signi cannot colors, a prepro- cessor for content-based query syste ms. A 512,512 color image is analyzed in less than 10 seconds on a standard workstation. Gray 4ISR l images are handled as color images having only the lightness c Platform: |
Size: 17408 |
Author:gggg |
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Description: 使用mean shift方式增强图像对比度的一个小演示（开发平台：matlab7.0）-Using mean shift mode contrast-enhanced images of a small demo (Development Platform: matlab7.0) Platform: |
Size: 10240 |
Author:chao wang |
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Description: mean shift 用于图像的分割与平滑。很实用，老外写的，大家多看看会有帮助的～！-for mean shift image segmentation and smoothing. Very useful, written by a foreigner, it would be helpful to look at the ~! Platform: |
Size: 3072 |
Author:席秋波 |
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Description: mean shift 用于图像的分割。很实用，大家会有帮助的～！-mean shift for image segmentation. Very practical, it would be helpful ~! Platform: |
Size: 37888 |
Author:席秋波 |
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Description: this mean shift one of image processing famous segmentation techniques, it is programmed in matlab-this is mean shift one of image processing famous segmentation techniques, it is programmed in matlab Platform: |
Size: 2048 |
Author:me |
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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: 基于mean—shift的彩色图像分割,包含了采用mean shift进行彩色图像分割的源代码和2篇相关的论文。-Mean-shift based color image segmentation, including the use of mean shift to color image segmentation of the source code and two related papers. Platform: |
Size: 28552192 |
Author:xcm |
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Description: Matlab2012b版本上调试成功，Mean-shift用于图像分割(The Matlab2012b version was successfully debugged and Mean-shift was used for image segmentation) Platform: |
Size: 40960 |
Author:小弟589
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Search - segmentation-mean-shift