Computer Processing of Remotely-Sensed Images: An Introduction, 4/e (Hardcover)
暫譯: 遙感影像的電腦處理:入門,第4版(精裝本)
Paul M. Mather, Magaly Koch
- 出版商: Wiley
- 出版日期: 2011-01-25
- 售價: $7,170
- 貴賓價: 9.5 折 $6,812
- 語言: 英文
- 頁數: 460
- 裝訂: Hardcover
- ISBN: 0470742399
- ISBN-13: 9780470742396
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相關主題
商品描述
This fourth and full colour edition updates and expands a widely-used textbook aimed at advanced undergraduate and postgraduate students taking courses in remote sensing and GIS in Geography, Geology and Earth/Environmental Science departments. Existing material has been brought up to date and new material has been added. In particular, a new chapter, exploring the two-way links between remote sensing and environmental GIS, has been added.
New and updated material includes:
- A website at www.wiley.com/go/mather4 that provides access to an updated and expanded version of the MIPS image processing software for Microsoft Windows, PowerPoint slideshows of the figures from each chapter, and case studies, including full data sets,
- Includes new chapter on Remote Sensing and Environmental GIS that provides insights into the ways in which remotely-sensed data can be used synergistically with other spatial data sets, including hydrogeological and archaeological applications,
- New section on image processing from a computer science perspective presented in a non-technical way, including some remarks on statistics,
- New material on image transforms, including the analysis of temporal change and data fusion techniques,
- New material on image classification including decision trees, support vector machines and independent components analysis, and
- Now in full colour throughout.
This book provides the material required for a single semester course in Environmental Remote Sensing plus additional, more advanced, reading for students specialising in some aspect of the subject. It is written largely in non-technical language yet it provides insights into more advanced topics that some may consider too difficult for a non-mathematician to understand. The case studies available from the website are fully-documented research projects complete with original data sets. For readers who do not have access to commercial image processing software, MIPS provides a licence-free, intuitive and comprehensive alternative.
商品描述(中文翻譯)
這第四版全彩色版本更新並擴展了一本廣泛使用的教科書,旨在為修習地理、地質及地球/環境科學系的高年級本科生和研究生提供遙感和地理資訊系統(GIS)課程的學習材料。現有的內容已更新,並新增了材料。特別是,新增了一章,探討遙感與環境GIS之間的雙向聯繫。
**新增和更新的內容包括:**
- 一個網站 www.wiley.com/go/mather4,提供更新和擴展版本的MIPS影像處理軟體,Microsoft Windows的PowerPoint幻燈片以及每章的圖形和案例研究,包括完整的數據集,
- 包含有關遙感和環境GIS的新章節,提供遙感數據如何與其他空間數據集(包括水文地質和考古應用)協同使用的見解,
- 從計算機科學的角度介紹影像處理的新部分,以非技術性方式呈現,包括一些統計學的說明,
- 有關影像變換的新材料,包括時間變化分析和數據融合技術,
- 有關影像分類的新材料,包括決策樹、支持向量機和獨立成分分析,以及
- 現在全書均為全彩色。
本書提供了環境遙感單學期課程所需的材料,並為專注於該主題某些方面的學生提供額外的進階閱讀。書中大部分內容以非技術性語言撰寫,但同時提供了對一些人可能認為對非數學家來說過於困難的進階主題的見解。網站上提供的案例研究是完整記錄的研究項目,附有原始數據集。對於無法訪問商業影像處理軟體的讀者,MIPS提供了一個無需許可、直觀且全面的替代方案。