本论文研究工作如下：(1)提出一种基于内容的遥感图像挖掘概念框架。
The mostly work is as follow. (1) the paper puts a concept frame of the remote-sensing image mining.
本论文研究工作如下：（1）提出一种基于内容的遥感图像挖掘概念框架。
The paper puts a concept frame of the remote-sensing image mining.
最后通过实验，对本文提出的遥感图像挖掘的方法进行了验证，获得了较为满意的结果。
Finally, I have done experiments to validate the remote-sensing image mining method that this paper brings forward, and the result is satisfying.
我们介绍了一种新的概念化框架，语义图像挖掘，使得研究者能够在网络数据分析中将图像挖掘和本体论推论结合起来。
We introduce a new conceptual framework, semantic graph mining, to enable researchers to integrate graph mining with ontology reasoning in network data analysis.
将该算法应用到遥感图像挖掘中，提取遥感图像中红、绿、蓝波段与农作物产量之间的关联，为提高农作物产量提供有益的支持。
MBSA algorithm had been applied to mine the association rules of red, green and blue bands associated with crop yield from remote sensing image of crop. It is useful for improve crop production.
它将成为图像底层挖掘的通用的、基本的工具。
It will be a universal and fundamental tool for lower layer image mining.
目的研究决策树算法在医学图像数据挖掘中的应用。
Aim To study the application of decision tree algorithm for medical image data mining.
研究模糊聚类分析在医学图像数据挖掘中的应用。
To study the application of fuzzy cluster analysis for medical image data mining.
将这些方法应用到医学超声图像分割上还有很大的潜力可以挖掘。
Still there is more latent potential to tap for these methods on ultrasonic image segmentation.
数据聚类在数据挖掘、模式识别、图像处理和数据压缩等领域有着广泛的应用。
Clustering is a promising application technique for many fields including data mining, pattern recognition, image processing, compression and other business applications.
在实践方面，将改进的GEP算法运用到函数挖掘和图像配准问题。
In practice, the improved GEP algorithm is applied to function mining and image registration problems.
受生物免疫系统启发的免疫原理已经在控制、规划、图像处理、数据挖掘、故障检测和诊断等领域得到了广泛应用。
The immune theory stimulated by biological immune system has been widely used in control, planning, image processing, data mining, fault detection and diagnosis and other areas.
他们在未挖掘的坑里安装了录像机。游客通过附近的太阳船博物馆的巨大的显示器观看分解过的木制帆船的图像。
A video camera was inserted into the unexcavated pit. Visitors watched images of the disassembled wooden sailing ship on a large monitor inside the nearby Solar Boat Museum.
重点是关于图像内容的数据挖掘，并不涉及到其它的知识领域。
The emphasis is on data mining of image content without the use of auxiliary domain knowledge.
算法主要由四步组成：属性抽取，对象鉴别，辅助图像创建和对象挖掘。
The algorithm has four major steps, feature extraction, object identification, auxiliary image creation and object mining.
本发明可用于机器学习和模式识别范畴内，除了图像识别以外，还可用于语音识别及数据挖掘等领域。
The invention can be used in machine learning and the pattern recognition, as well as in the fields of voice recognition and data mining in addition to the image recognition.
聚类是数据挖掘领域中的一个重要分支，正逐步运用在商业、地质勘探、图像处理等领域。
Clustering in the field of data mining is an important branch is being used in commercial, geological exploration, image processing, and other fields.
聚类分析涉及到统计学、数据挖掘、机器学习和图像处理等多个领域，人们对它研究热情日益高涨。
Researchers are getting more and more attentions to cluster analysis, since it involved in many fields such as statistics, data mining, machine learning and image processing, etc.
结果：提出了基于面向对象遥感图像分析法的遥感影像信息挖掘方法。
Result: a method of remote sensing image mining basing object-oriented image analysis is presented.
在遥感图像数据挖掘模型与实现方面，提出了遥感图像数据挖掘模型结构。基于该模型进行创建、训练和预测。
As for the RS image data mining model (RSDMM) and its implements, the RSDMM's architecture and its creation, training, and prediction is discussed.
介绍了多媒体数据挖掘的系统结构，及以图像数据为代表的关联规则挖掘方法。
This article introduced the framework of the system, and particularly introduced the method of the correlative rule mining by taking image data as representative.
基于数据挖掘的医学图像分类方法研究是多媒体数据挖掘的一个重要组成部分。
Data mining based medical image classification methods is an important component of multimedia data mining.
目前，面向医学图像的数据挖掘研究刚刚起步，现有的数据挖掘方法直接应用于医学图像还存在许多问题。
Currently, it is at the germ of mining medical image data and there are a lot of problems by applying existing mining methods directly to medical images.
如何挖掘基于语义的相关模型是当前自动图像标注技术中一项重要而迫切的研究课题。
A popular technology is focused on how to build the semantic relevance model for the task of automatic image annotation.
借助数据挖掘方法在图像中的应用，提出了一种利用图像降阶结合基元模式匹配对纹理特征进行挖掘的新思路。
According to the method of data mining using in the image, this paper proposed a new approach based on image degradation and unit pattern matching to mine texture feature.
论文以医学图像数据为研究对象，从理论、算法和应用三个方面进行医学图像数据挖掘研究。
This paper researches medical image data objects and those data mining from theory, algorithm and application three facts.
介绍了遥感图像数据的关联规则挖掘方法。
This paper describes the methods of data mining by means of association rules.
该文采用数据挖掘中的回归分析模型，挖掘HIFU焦域处超声剪影图像中可用于温度估计的信息。
We used the regression model of data mining to discover temperature related information hidden in the HIFU focal area subtraction ultrasound images.
传统的低维图像关联规则没有考虑纹理要素以及对象的重复出现次数、对象的面积大小，与此相关的图像知识无法挖掘出来。
Texture, recurrent number of object and the area of object are not taken into account in conventional low-dimension image association rules. So the relevant image knowledge can't be mined out.
针对不同的媒体，如图像、音频、视频，讨论了各自的挖掘特点和主要挖掘内容。
Special mining methods and content of image, video and audio are discussed too.
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