Urban High-Resolution Remote Sensing: Algorithms and Modeling
暫譯: 城市高解析度遙感：演算法與建模

Zhou, Guoqing

Urban High-Resolution Remote Sensing: Algorithms and Modeling
  • 出版商: CRC
  • 出版日期: 2020-12-22
  • 售價: $6,820
  • 貴賓價: 9.5 折 $6,479
  • 語言: 英文
  • 頁數: 368
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367857502
  • ISBN-13: 9780367857509
  • 相關分類: Algorithms-data-structures

    • 海外代購書籍(需單獨結帳)

商品描述

With urbanization as a global phenomenon, there is a need for data and information about these terrains. Urban remote sensing techniques provide critical physical input and intelligence for preparing base maps, formulating planning proposals, and monitoring implementations. Likewise these methodologies help with understanding the biophysical properties, patterns, and process of urban landscapes, as well as mapping and monitoring urban land cover and spatial extent.

Advanced sensor technologies and image processing methodologies such as deep learning, data mining, etc., facilitate the wide applications of remote sensing technology in urban areas. This book presents advanced image processing methods and algorithms focused on three very important roots of urban remote sensing: 3D urban modelling using different remotely sensed data, urban orthophotomap generation, and urban feature extraction, which are also today's real challenges in high resolution remote sensing. Data generated by remote sensing, with its repetitive and synoptic viewing and multispectral capabilities, constitutes a powerful tool for mapping and monitoring emerging changes in the city's urban core, as well as in peripheral areas.

Features:

  • Provides advances in emerging methods and algorithms in image processing and technology

  • Uses algorithms and methodologies for handling high-resolution imagery from a ground sampling distance (GSD) less than 1.0 meter

  • Focuses on 3D urban modelling, orthorectification methodologies, and urban feature extraction algorithms from high-resolution remotely sensed imagery

  • Demonstrates how to apply up-to-date techniques to the problems identified and how to analyze research results

  • Presents methods and algorithms for monitoring, analyzing, and modeling urban growth, urban planning, and socio-economic developments

In this book, readers are provided with valuable research studies and applications-oriented chapters in areas such as urban trees, soil moisture mapping, city transportation, urban remote sensing big data, etc.

商品描述(中文翻譯)

隨著城市化成為全球現象，對於這些地形的數據和資訊需求日益增加。城市遙感技術為製作基礎地圖、制定規劃提案和監測實施提供了關鍵的物理輸入和智慧。同樣，這些方法論有助於理解城市景觀的生物物理特性、模式和過程，以及繪製和監測城市土地覆蓋和空間範圍。

先進的感測器技術和影像處理方法論，如深度學習、數據挖掘等，促進了遙感技術在城市區域的廣泛應用。本書介紹了專注於城市遙感三個非常重要根基的先進影像處理方法和演算法：使用不同遙感數據的3D城市建模、城市正射影像圖生成和城市特徵提取，這些也是當今高解析度遙感面臨的真正挑戰。遙感生成的數據，憑藉其重複性和綜合觀察能力以及多光譜能力，成為繪製和監測城市核心及周邊地區新興變化的強大工具。

特色：
- 提供影像處理和技術中新興方法和演算法的進展
- 使用演算法和方法論處理地面取樣距離（GSD）小於1.0米的高解析度影像
- 專注於3D城市建模、正射校正方法論和從高解析度遙感影像中提取城市特徵的演算法
- 演示如何將最新技術應用於識別的問題以及如何分析研究結果
- 提供監測、分析和建模城市增長、城市規劃和社會經濟發展的方法和演算法

在本書中，讀者將獲得有價值的研究研究和應用導向的章節，涵蓋城市樹木、土壤濕度繪製、城市交通、城市遙感大數據等領域。

作者簡介

Guoqing Zhou received his first Ph.D. from Wuhan University, Wuhan, China, in 1994 and his second Ph.D. from Virginia Tech at Blacksburg, Virginia, USA in 2001. He was a Visiting Scholar at the Department of Computer Science and Technology, Tsinghua University, Beijing, China, and a Postdoctoral Researcher at the Institute of Information Science, Beijing Jiaotong University, Beijing, China from 1994-1996. He continued his research as an Alexander von Humboldt Fellow at Technical University of Berlin, Berlin, Germany from 1997-1998, and afterward became a Postdoctoral Researcher at the Ohio State University, Columbus, OH, USA from 1998 to 2000. Later he worked at Old Dominion University, Norfolk, VA, USA, as an Assistant Professor, Associate Professor, and Full Professor in 2000, 2005, and 2010, respectively. He is currently professor at the Guilin University of Technology, Guilin, China. He is author of 4 books and has published more than 300 papers in peer-reviewed journals and conference proceedings.

作者簡介(中文翻譯)

周國慶於1994年在中國武漢大學獲得第一個博士學位，並於2001年在美國維吉尼亞州布萊克斯堡的維吉尼亞科技大學獲得第二個博士學位。他曾於1994年至1996年擔任中國北京清華大學計算機科學與技術系的訪問學者，並在北京交通大學信息科學研究所擔任博士後研究員。1997年至1998年，他作為亞歷山大·馮·洪堡獎學金獲得者在德國柏林工業大學繼續他的研究，隨後於1998年至2000年在美國俄亥俄州哥倫布的俄亥俄州立大學擔任博士後研究員。之後，他於2000年、2005年和2010年分別在美國維吉尼亞州諾福克的老道明大學擔任助理教授、副教授和正教授。目前，他是中國桂林理工大學的教授。他是四本書的作者，並在同行評審的期刊和會議論文集中發表了300多篇論文。

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