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Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition - Softcover
- PublisherCRC Press
- Publication date2023
- ISBN 10 1032475749
- ISBN 13 9781032475745
- BindingPaperback
- LanguageEnglish
- Edition number4
- Number of pages532
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Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 26396577054
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Image Analysis, Classification and Change Detection in Remote Sensing (Paperback)
Published by
Taylor & Francis Ltd, London, 2023
ISBN 10: 1032475749
ISBN 13: 9781032475745
New
Paperback
Seller: Grand Eagle Retail, Fairfield, OH, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition, is focused on the development and implementation of statistically motivated, data-driven techniques for digital image analysis of remotely sensed imagery and it features a tight interweaving of statistical and machine learning theory of algorithms with computer codes. It develops statistical methods for the analysis of optical/infrared and synthetic aperture radar (SAR) imagery, including wavelet transformations, kernel methods for nonlinear classification, as well as an introduction to deep learning in the context of feed forward neural networks. New in the Fourth Edition: An in-depth treatment of a recent sequential change detection algorithm for polarimetric SAR image time series. The accompanying software consists of Python (open source) versions of all of the main image analysis algorithms. Presents easy, platform-independent software installation methods (Docker containerization). Utilizes freely accessible imagery via the Google Earth Engine and provides many examples of cloud programming (Google Earth Engine API). Examines deep learning examples including TensorFlow and a sound introduction to neural networks, Based on the success and the reputation of the previous editions and compared to other textbooks in the market, Professor Cantys fourth edition differs in the depth and sophistication of the material treated as well as in its consistent use of computer codes to illustrate the methods and algorithms discussed. It is self-contained and illustrated with many programming examples, all of which can be conveniently run in a web browser. Each chapter concludes with exercises complementing or extending the material in the text. This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is self-contained and illustrated with many programming examples. It includes Wishart and Python. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781032475745
Quantity: 1 available
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Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition
Print on DemandSeller: Majestic Books, Hounslow, United Kingdom
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Condition: New. Print on Demand This item is printed on demand. Seller Inventory # 399832769
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Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition
Print on DemandSeller: Biblios, Frankfurt am main, HESSE, Germany
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Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python
Seller: Revaluation Books, Exeter, United Kingdom
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Paperback. Condition: Brand New. 4th edition. 532 pages. 9.19x6.13x1.10 inches. In Stock. Seller Inventory # __1032475749
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Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition
Published by
Taylor & Francis Ltd, 2023
ISBN 10: 1032475749
ISBN 13: 9781032475745
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. New copy - Usually dispatched within 4 working days. 185. Seller Inventory # B9781032475745
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Image Analysis, Classification and Change Detection in Remote Sensing (Paperback)
Published by
Taylor & Francis Ltd, London, 2023
ISBN 10: 1032475749
ISBN 13: 9781032475745
New
Paperback
Seller: AussieBookSeller, Truganina, VIC, Australia
Seller rating 3 out of 5 stars
Paperback. Condition: new. Paperback. Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition, is focused on the development and implementation of statistically motivated, data-driven techniques for digital image analysis of remotely sensed imagery and it features a tight interweaving of statistical and machine learning theory of algorithms with computer codes. It develops statistical methods for the analysis of optical/infrared and synthetic aperture radar (SAR) imagery, including wavelet transformations, kernel methods for nonlinear classification, as well as an introduction to deep learning in the context of feed forward neural networks. New in the Fourth Edition: An in-depth treatment of a recent sequential change detection algorithm for polarimetric SAR image time series. The accompanying software consists of Python (open source) versions of all of the main image analysis algorithms. Presents easy, platform-independent software installation methods (Docker containerization). Utilizes freely accessible imagery via the Google Earth Engine and provides many examples of cloud programming (Google Earth Engine API). Examines deep learning examples including TensorFlow and a sound introduction to neural networks, Based on the success and the reputation of the previous editions and compared to other textbooks in the market, Professor Cantys fourth edition differs in the depth and sophistication of the material treated as well as in its consistent use of computer codes to illustrate the methods and algorithms discussed. It is self-contained and illustrated with many programming examples, all of which can be conveniently run in a web browser. Each chapter concludes with exercises complementing or extending the material in the text. This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is self-contained and illustrated with many programming examples. It includes Wishart and Python. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9781032475745
Quantity: 1 available
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Image Analysis, Classification and Change Detection in Remote Sensing
Print on DemandSeller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Morton John Canty is a senior research scientist in the Institute for Bio- and Geosciences at the Juelich Research Center in Germany, now semi-retired. He received his PhD in Nuclear Physics in 1969 at the University of Manitoba, Canada . Seller Inventory # 801266526
Quantity: Over 20 available