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automatic_image_segement
说明: 本文以k-means算法为背景,引入信息熵相关知识,从而实现全自动分割图像。然而在利用混合高斯模型对图像进行数据分析时,会发生一定的过拟合现象,导致我们得不到预期的聚类数目。本文设计合理的合并准则,令模型简化,有效地消除过拟合现象,使得最后得到的聚类数目与预期符合。,设计合理的准则改进了图像的全自动分割方法,使得分割结果更加优化(In this paper, k-means algorithm is used as the background, and information entropy related knowledge is introduced to realize full-automatic image segmentation. However, when the Gaussian mixture model is used to analyze the image data, there will be some over-fitting phenomenon, resulting in that we cannot get the expected number of clusters. In this paper, a reasonable merging criterion is designed to simplify the model and effectively eliminate the over-fitting phenomenon, so that the final clustering number is in line with the expectation. A reasonable criterion is designed to improve the automatic image segmentation method and make the segmentation result more optimized.)
- 2019-04-24 09:40:45下载
- 积分:1
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KmeansPP
使用K-means聚类算法的改进算法K-means++对图像区域进行分割。(using the improved algorithm K-means++ segment image.)
- 2020-06-30 12:40:01下载
- 积分:1
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sun
用harris算法对图像进行角点检测,输出为这些点的坐标的矩阵(Harris algorithm using corner detection image, the output for these points, the coordinates of the matrix)
- 2009-07-07 12:46:26下载
- 积分:1
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Picture_recognition
图像识别的小软件,识别率还算凑合吧,大家共同学习(Small image recognition software, the recognition rate still make it, we learn together
)
- 2011-06-20 10:27:31下载
- 积分:1
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stability
软岩隧道围岩稳定性和位移影响分析,研究围岩稳定性和位移的一篇论文,感觉挺好。(Soft Rock Tunnel stability and deformation analysis, stability and displacement of rock paper, feeling very good.)
- 2010-05-18 13:12:24下载
- 积分:1
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p01
detection different object in video an moves with high accuracy
- 2012-05-13 18:43:01下载
- 积分:1
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gaborf
Image segmentation systems have the potential to dramatically improve the performance of Digital image processing. Segmentation procedures partition an image into its constituent parts or objects. In general, segmentation is one of the most difficult tasks in digital image processing. Detection of salient image regions is useful for applications like image segmentation, adaptive compression, and region-based image retrieval. This problem can be tackled by mapping the pixels into various feature spaces, which are subjected to various grouping algorithms It present a novel method to determine salient regions in images using low-level features of luminance and color. The method is fast, easy to implement and generates high quality saliency maps of the same size and resolution as the input image.
- 2012-01-30 13:38:55下载
- 积分:1
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最大最小距离算法matlab代码
最大最小距离算法matlab代码,注释比较详细(Maximum minimum distance algorithm matlab code)
- 2018-05-12 16:13:29下载
- 积分:1
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gtcgdwh
vc编写数字图像处理的程序,其中有图像处理的各种方法的程序(Vc write a digital image processing program, including the various methods of image processing program)
- 2017-04-28 07:28:22下载
- 积分:1
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resampling
说明: 粒子滤波改进的重采样程序,Performs the resampling stage of the SIR (Improved particle filter resampling procedure, Performs the resampling stage of the SIR)
- 2008-10-19 22:03:49下载
- 积分:1