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Big data analytics for satellite image processing and remote sensing

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Big data analytics for satellite image processing and remote sensing/ P. Swarnalatha and Prabu Sevugan, editors.
其他作者:	Swarnalatha, P.
出版者:	Hershey, Pennsylvania :IGI Global, : [2018],
面頁冊數:	1 online resource (xix, 253 p.)
提要註:	"This book explores the difficulties and challenges that various fields have faced in implementing the technologies and applications. It addresses different aspects of using big data upon image processing for remote sensing and related topics and it explores the impact of such technologies on the applications in which this advanced technology is being implemented"--
標題:	Geospatial data. -
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-3643-7
ISBN:	9781522536444 (ebook)

Big data analytics for satellite image processing and remote sensing
Big data analytics for satellite image processing and remote sensing[electronic resource] /P. Swarnalatha and Prabu Sevugan, editors. - Hershey, Pennsylvania :IGI Global,[2018] - 1 online resource (xix, 253 p.)

Includes bibliographical references and index.

Chapter 1. New computational models for image remote sensing and big data -- Chapter 2. Big data computation model for landslide risk analysis using remote sensing data -- Chapter 3. Modified support vector machine algorithm to reduce misclassification and optimizing time complexity -- Chapter 4. An analysis of usage-induced big data -- Chapter 5. Glorified secure search schema over encrypted secure cloud storage with a hierarchical clustering computation -- Chapter 6. Research analysis of development pipelines in augmented and virtual reality technologies -- Chapter 7. Iterative mapreduce: i-MapReduce on medical dataset using Hadoop -- Chapter 8. Big data for satellite image processing: analytics, tools, modeling, and challenges -- Chapter 9. Big data processing: application of parallel processing technique to big data by using Mapreduce -- Chapter 10. Image processing CSE-4019 distinction between fake note and a real note.

Restricted to subscribers or individual electronic text purchasers.

"This book explores the difficulties and challenges that various fields have faced in implementing the technologies and applications. It addresses different aspects of using big data upon image processing for remote sensing and related topics and it explores the impact of such technologies on the applications in which this advanced technology is being implemented"--

ISBN: 9781522536444 (ebook)Subjects--Topical Terms:

404871
Geospatial data.

LC Class. No.: GA102.4.E4 / B54 2018e

Dewey Class. No.: 621.36/7028557

Big data analytics for satellite image processing and remote sensing
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245 0 0 $a Big data analytics for satellite image processing and remote sensing $h [electronic resource] / $c P. Swarnalatha and Prabu Sevugan, editors.
260 $a Hershey, Pennsylvania : $b IGI Global, $c [2018]
300 $a 1 online resource (xix, 253 p.)
504 $a Includes bibliographical references and index.
505 0 $a Chapter 1. New computational models for image remote sensing and big data -- Chapter 2. Big data computation model for landslide risk analysis using remote sensing data -- Chapter 3. Modified support vector machine algorithm to reduce misclassification and optimizing time complexity -- Chapter 4. An analysis of usage-induced big data -- Chapter 5. Glorified secure search schema over encrypted secure cloud storage with a hierarchical clustering computation -- Chapter 6. Research analysis of development pipelines in augmented and virtual reality technologies -- Chapter 7. Iterative mapreduce: i-MapReduce on medical dataset using Hadoop -- Chapter 8. Big data for satellite image processing: analytics, tools, modeling, and challenges -- Chapter 9. Big data processing: application of parallel processing technique to big data by using Mapreduce -- Chapter 10. Image processing CSE-4019 distinction between fake note and a real note.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book explores the difficulties and challenges that various fields have faced in implementing the technologies and applications. It addresses different aspects of using big data upon image processing for remote sensing and related topics and it explores the impact of such technologies on the applications in which this advanced technology is being implemented"-- $c Provided by publisher.
650 0 $a Geospatial data. $3 404871
650 0 $a Big data. $3 387512
650 0 $a Artificial satellites in remote sensing. $3 433654
650 0 $a Image processing $x Digital techniques. $3 289173
650 0 $a Artificial satellites $x Optical observations $x Data processing. $3 433655
700 1 $a Swarnalatha, P. $q (Purushotham), $d 1977- $e editor. $3 433652
700 1 $a Sevugan, Prabu, $d 1981- $e editor. $3 433653
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-3643-7

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