Color Image Segmentation based on Self-organizing Maps

机译：基于自组织图的彩色图像分割

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The colony intellectual behavior performed by many organisms in nature can solve various kinds of problems on scientific and technological research. Bees are a socialized insect colony, which perform different types of activities according to their different divisions of labor, and achieve information sharing and exchanges among the bee colony to find the optimal solution for problems. According to this characteristic, researchers have proposed the algorithm of bee colony for solving combinatorial optimization problems. In this paper, it will describe the implementation process of such an image segmentation algorithm, and the result shows that this method is a potential image segmentation algorithm.

机译：自然界中许多有机体所表现出的殖民地智力行为可以解决科学技术研究中的各种问题。蜜蜂是一个社会化的昆虫群落，根据其不同的分工进行不同类型的活动，并在蜂群之间实现信息共享和交换，从而找到解决问题的最佳方法。根据这一特点，研究人员提出了蜂群算法来解决组合优化问题。本文将描述这种图像分割算法的实现过程，结果表明该方法是一种潜在的图像分割算法。

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来源
《Advances in key engineering materials》|2011年|693-698|共6页
会议地点 Sanya(CN)
作者
Rui Geng;
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作者单位

Computer Center,Qiqihar University,Qiqihar,China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类工程材料学;
关键词
chemotaxis; image; segmentation;

机译：趋化性;图像;分段;

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专利

1. Self-Organizing Map-Based Color Image Segmentation withk-Means Clustering and Saliency Map [J] . DongxiangChi International Scholarly Research Notices . 2011,第6期

机译：基于自组织图的彩色图像分割与k均值聚类和显着性图
2. Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity [J] . Garcia-Lamont Farid, Cervantes Jair, Lopez-Chau Asdrubal Neural computing & applications . 2018,第3期

机译：使用先前培训的三层自组织地图进行彩色图像分割的人类模拟颜色感知，以分类颜色色度
3. Unsupervised construction of fuzzy measures through self-organizing feature maps and its application in color image segmentation [J] . Aureli Soria-Frisch International Journal of Approximate Reasoning . 2006,第1期

机译：自组织特征图的无监督模糊度量构造及其在彩色图像分割中的应用
4. Color Image Segmentation based on Self-organizing Maps [C] . Rui Geng International Conference on Key Engineering Materials . 2011

机译：基于自组织地图的彩色图像分割
5. Unsupervised automated segmentation of cerebral magnetic resonance images using multi-layer self-organizing feature maps. [D] . Moore, James Herbert. 2006

机译：使用多层自组织特征图对大脑磁共振图像进行无监督自动分割。
6. An Effective Color Quantization Method Using Octree-Based Self-Organizing Maps [O] . Hyun Jun Park, Kwang Baek Kim, Eui-Young Cha 2016

机译：使用基于八进制的自组织映射的有效颜色量化方法
7. Self-Organizing Map-Based Color Image Segmentation with k-Means Clustering and Saliency Map [O] . Dongxiang Chi 2011

机译：自组织基于地图的彩色图像分割，具有K-means聚类和显着图

Color Image Segmentation based on Self-organizing Maps

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