FCM algorithm中文,FCM algorithm的意思,FCM algorithm翻译及用法

2025-09-07 03:52 浏览次数 7

FCM algorithm

FCM算法

FCM algorithm 例句

英汉例句

  • In the algorithm, the UK-GMPHDF is used to complete local state estimation of local sensors, then the FCM algorithm is used to fuse the local state estimation and result global state estimation.

    用UK -GMPHDF完成局部传感器的局部状态估计,然后用FCM算法对这些局部状态进行融合处理,产生目标的全局状态估计。

  • Finally we combined FCM algorithm with neural network and used them in the design of vehicle classification.

    最后,将原fCM算法和神经网络算法相结合,并用于车型的分类设计中。

  • It is indicated by experiments that the improved FCM algorithm has better distribution feature of membership values and enhances the precision of image processing.

    实验表明,改进的FCM算法具有良好的隶属信息分布特性并提高了图像处理的精度。

  • In this paper, an improved FCM algorithm (CFCM) is given, through which the lost information of in-complete-data images can be restored, while edge-detection of images is accomplished.

    本文利用改进的模糊聚类算法,依据邻域信息实现了对丢失图像信息的恢复,并完成了对该图像的检测。

  • A modified FCM algorithm for fire image segmentation is proposed in this paper based on the study of fuzzy clustering algorithm and characteristics of fire images.

    本文在研究模糊聚类算法和火灾图像特点的基础上,提出了一种基于改进FCM算法的彩色火灾图像分割方法。

  • To avoid the shortcomings of FCM and Particle Swarm Optimization algorithm, new hybrid clustering algorithm based on PSO and FCM algorithm is proposed.

    针对模糊c均值算法与粒子群算法的不足,提出了一种基于粒子群算法和模糊c—均值算法的混合聚类算法。

  • The conventional FCM algorithm is noise sensitive because of not taking into account the spatial information and the relevant of pixel.

    传统的FCM算法对原始图像进行分割,既没有考虑像素间相关性,又没有考虑像素的空间信息,因而对噪声十分敏感而且速度慢。

  • An explanation of membership degree in FCM algorithm from geometry view is given, which is helpful to understand the essence of FCM algorithm.

    本文从几何角度给出模糊c均值聚类算法中隶属度的解释,这种解释能更好的说明模糊c均值聚类算法的本质。

  • The standard FCM algorithm is not only extremely time-consuming for clustering large data set, but also more sensitive to noise.

    标準的FCM算法对大数据样本集进行聚类时极为耗时,而且对噪声比较敏感。

  • This algorithm has overcome the disadvantage of FCM algorithm effectively; meanwhile, it has enhanced the capability of overall searching and local optimum jumping from APSO algorithm.

    新算法有效的克服了FCM算法的缺点,同时增强了APSO算法全局搜索和跳出局部最优的能力。

  • The improved FCM algorithm applied with the region fitting term of CV model, working as the reliance of evolving the level-set curve.

    再将改进后的FCM算法应用到CV模型的区域检测项,可较準确地使像素点归类,以此作为曲线的演化依据。

  • In the paper, a suppressed fuzzy c-means (S-FCM) algorithm, for intensity image segmentation, is proposed on the basis of the characters of FCM algorithm and intensity images.

    该文根据FCM算法和灰度图像的特点,提出了一种适用于灰度图像分割的抑制式模糊C -均值聚类算法(S -FCM)。

  • The improved FCM algorithm was adopted to segment images, and automatic fuzzy redistribution algorithm to define the subject degree.

    采用改进的FCM算法分割图像,用自动模糊重分布的算法确定隶属度。

  • To overcome the above problem, a novel modified FCM algorithm for image segmentation is presented in this paper.

    为了克服上述问题,提出了一种新的基于改进的FCM图像分割算法。

  • So standard FCM algorithm was modified and applied to separate the tongue body and tongue coating.

    在此基础上,对于标準模糊聚类算法进行了改进并应用于舌象的舌质舌苔分离。

  • An improved FCM algorithm is proposed based on the improvement of hybrid color space.

    提出一种基于混合颜色空间的改进的FCM算法。

  • In order to overcome the sensitive of FCM algorithm to the initial value, propose a FCM algorithm based on immune genetic algorithm.

    为了克服FCM算法对初值的敏感性,提出了一种基于免疫遗传算法的FCM算法。

  • The experiment results show that, KFCM-II algorithm is not better than FCM algorithm when applied to segment MRI images with low level degraded conditions;

    实验结果表明,KFCM-II算法对低退化条件的MRI图像的分割任务,结果并不能比FCM算法占优;

  • This method enormously accelerates the FCM algorithm while maintaining the clustering …

    该方法使FCM算法运算速度大大提高,且不影响算法的聚类效果。

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