周琪,男,1984年生,香港理工大学博士,现工作于中国地质大学(武汉)信息工程学院。主要研究方向:地理空间数据多尺度表达与更新。发表学术论文近20篇,包括以靠前作者或通讯作者发表在靠前期刊(SCI、SSCI)《International Journal of Geographical Informationscience》、《Transactions in GIS》、 《cartography and Geographic Information Science》、《TheCartographic Journal》的论文8篇;主持国家自然科学基金资助项目、中国博士后科学基金面上资助项目、中央高校基本科研业务费专项资金资助项目等;入选中国地质大学(武汉) “摇篮计划”。
目录
Chapter 1 Introduction 1.1 Multi-Scale Spatial Representation 1.2 Motivation: the Need for Automated Multi-Scale Spatial Representation 1.3 State of the Art on Multi-Scale Spatial Representation 1.4 Objectives and Scope of This Book 1.5 Structure of This Book Chapter 2 State of the Art on Selective Omission in a Road Network 2.1 Issues on Selective Omission in a Road Network 2.2 Approaches to Selective Omission in a Road Network Chapter 3 Experimental Analysis of Various Issues on Selective Omission in a Road Network 3.1 Comparison of Various Strategies to Concatenate Road Segments into Strokes 3.2 Comparison of Various Measures to Determine the Importance of Individual Roads 3.3 Determination of Thresholds for Selective Omission Parameters Chapter 4 Experimental Analysis of Various Approaches to Selective Omission in a Road Network 4.1 Comparison of General Approaches to Selective Omission in a Road Network 4.2 Comparison of Machine I,earning Approaches to Selective Omission in a Road Network 4.3 Investigation of How Many Training Samples Are Needed Using a Machine Learning Approach to Selective Omission Chapter 5 Applications 5.1 Construction of Road Hierarchies for Continuous Multi-Scale Selective Omission 5.2 Use of a Machine Learning Approach for Road Network Updating 5.3 Summary Chapter 6 Summary and Outlook 6.1 Summary of this Book 6.2 Limitations 6.3 Future Research Issues References