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Research of image segmentation based on Markov random field model: A cluster method based on statistical mode is introduced in this paper.

基于马尔科夫随机场模型的分割算法研究:提出了一种基于统计模型的聚类分割算法。

In order to improve the performance of traditional random walk algorithm,an image segmentation algorithm based on toboggan and random walk is proposed.

为了提高传统的随机游走分割算法的性能,提出一种基于滑降算法的随机游走图像分割算法。

An information recording disc having a burst cutting area (102) for recording control information for a reproducing apparatus by removing a reflective layer of the disc in a striped shape and a data recording area (104) for recording user data, wherein the burst cutting area (102) includes at least one BCA control information area and the BCA control information area comprises: an application identifier area (106) for identifying applications of control data; a data length area (108) for indicating data length of the control data; and an application specific data area (109) for recording the control data.

一种信息记录盘,具有突发分割区域(102),通过除去条带形的盘的反射层和数据记录区域(104),用于记录再现装置的控制信息,其中,突发分割区域(102)至少包括一个BCA控制信息区域,BCA控制信息区域包括:识别控制数据的应用程序的应用程序识别符区域(106);指示控制数据的数据长度的数据长度区域(108);记录控制数据的应用程序特殊数据区域(109)。

The road network segmentation results show that the improved B-spline Ribbon Snake can obtain a more accurate and smoother segmentation and is more robust to noise.

从改进的B样条Ribbon Snake的道路网分割结果可以看出,分割的结果更加平滑,精度更高,对噪声具有更好的鲁棒性。

Because of the sampling processing, we can take the simple concave domain analysis and ICM optimization in two different levels, so as to make both the parameter estimation and optimization much easier to implement, while delivering a satisfactory result; The third one is based on the multi-resolution analysis, robust statistics and majority game theory. 4. Propose a new clustering algorithm based on the entropy concept, which is used for unsupervised segmentation of color images.

重点讨论非监督的图象分割问题,并给出了三种新方法:一是基于贝叶斯学习和全局竞争策略的方法,把参数估计和图象分割有机地结合在一起;二是基于分层的框架,从抽样定理出发,在两个不同的层次上使用简单的凹域分析和ICM优化,可以使得参数估计和优化问题都变得简单易行,并得到满意的结果;三是基于多级分析、鲁棒统计的参数估计和多数博弈论的优化算法。

First, the input image is segmented by improved Niblack method.

首先运用改进的Niblack分割方法对输入的图像进行分割

Plate segmentation and character segmentation is the most issential parts of self-driven recognition.

而车牌分割和字符分割是自动识别的关键和首要步骤。

So at the present stage, semiautomatic methods are more feasible than the automatic methods.

因此在现阶段,半自动分割较自动分割更为可行。

It can automatically differentiate and pick-up available information of the original image, such as area and perimeter, by image processing and segmentation; may semiautomatically measure the location of a spot on the image, the length of lines, area size; may automatically detect distances between edges by edge detection; at the same time have common functions of minitype image processing software, such as addition or subtract of images, morphological processing and image segmentation.

通过图像处理与分割,自动判别、提取原图像中感兴趣目标的信息,例如面积、周长等;通过对图像的形态处理,可以半自动的测量图像中点的位置、线段长度、面积大小,并做出标记;通过边缘检测,可以自动检测出边缘之间的距离等;同时具有小型图像处理软件通用的功能,如图像相加、减,形态处理,图像分割等。

Finally, according to principle of color similarity, the image is segmented by cluster segmentation method, with these different colors as the clustering center.

因此 ,彩色图像在移动机器人视觉系统中得到广泛应用,移动机器人的视觉图像分割相应也就变为彩色图像分割的问题。

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