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曲线多尺度表达的Head-Tail信息量分割法

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成果类型:
期刊论文
论文标题(英文):
A Head-Tail information break method oriented to multi-scale representation of polyline
作者:
刘鹏程;肖天元;肖佳;艾廷华
通讯作者:
Xiao, Jia(jiaxiao@mail.ccnu.edu.cn)
作者机构:
[刘鹏程; 肖天元; 肖佳] School of Urban and Environmental Sciences, Central China Normal University, Wuhan
430079, China
Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan
[艾廷华] School of Resource and Environment Sciences, Wuhan University, Wuhan
[刘鹏程; 肖天元; 肖佳] 430079, China<&wdkj&>Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan
通讯机构:
[Xiao, J.] S
School of Urban and Environmental Sciences, China
语种:
中文
关键词:
多尺度表达;傅里叶变换;频域;信息量;Head-Tail分割
关键词(英文):
Amount of information;Fourier transform;Frequency domain;Head-Tail break;Multi-scale representation
期刊:
测绘学报
ISSN:
1001-1595
年:
2020
卷:
49
期:
7
页码:
921-933
基金类别:
The National Key Research and Development Program of China (No. 2017YFB0503500); The National Natural Science Foundation of China (No. 41531180); The Self-determined Research Funds of CCNU from the Colleges' Basic Research and Operation of MOE (No. CCNU30106190454); The Open Research Fund Program of Key Laboratory of Digital Mapping and Land Information Application Engineering of Ministry of Natural Resource (No. ZRZYBWD201909).
机构署名:
本校为第一且通讯机构
院系归属:
城市与环境科学学院
摘要:
本文提出一种基于Head-Tail信息量分割的地理要素多尺度表达模型。首先通过傅里叶变换将地理线要素转换为傅里叶描述子,并通过香农信息熵理论计算其频域信息量。然后,按Head-Tail数据分布模式确定地理要素信息量的分界点,并设计函数对各个分界点所对应的傅里叶截断频率进行估计。最后,参考传统方根模型,建立以地理要素频率信息量为基础的信息方根模型,计算与各个地图层次相对应的关键尺度,实现地理要素的层次化多尺度表达。采用等高线及海岸线的数据试验表明,本文所提出的模型能够有效根据设定的比例尺对地理要素进行化简,对不同目标比例尺的简化结果体现出了良好的区分度与层次性。同时,在保证...
摘要(英文):
It is proposed that a multi-scale representation model of geographic polyline based on Head-Tail break of amount of information. Firstly, a geographic polyline is transformed into a Fourier shape descriptors, and the amount of information in frequency domain is defined using Shannon's information entropy theory. Secondly, Head-Tail breaks is introduced to determine the demarcation points of information content of the polyline, and a function is designed to estimate the Fourier truncating frequency corresponding to each demarcation point. Finall...

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