Satellite Image Analysis: Clustering and Classification

Nonfiction, Science & Nature, Technology, Telecommunications, Electronics
Cover of the book Satellite Image Analysis: Clustering and Classification by Surekha Borra, Rohit Thanki, Nilanjan Dey, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Surekha Borra, Rohit Thanki, Nilanjan Dey ISBN: 9789811364242
Publisher: Springer Singapore Publication: February 8, 2019
Imprint: Springer Language: English
Author: Surekha Borra, Rohit Thanki, Nilanjan Dey
ISBN: 9789811364242
Publisher: Springer Singapore
Publication: February 8, 2019
Imprint: Springer
Language: English

Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual psychometric can help meet geologists’ demands for more efficient and higher-quality classification in real time. 

This book introduces readers to key concepts, methods and models for satellite image analysis; highlights state-of-the-art classification and clustering techniques; discusses recent developments and remaining challenges; and addresses various applications, making it a valuable asset for engineers, data analysts and researchers in the fields of geographic information systems and remote sensing engineering.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual psychometric can help meet geologists’ demands for more efficient and higher-quality classification in real time. 

This book introduces readers to key concepts, methods and models for satellite image analysis; highlights state-of-the-art classification and clustering techniques; discusses recent developments and remaining challenges; and addresses various applications, making it a valuable asset for engineers, data analysts and researchers in the fields of geographic information systems and remote sensing engineering.

More books from Springer Singapore

Cover of the book Teaching with Sociological Imagination in Higher and Further Education by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Pathology of the Bile Duct by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Safety Assessment of Genetically Modified Foods by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Brief Guidelines for Methods and Statistics in Medical Research by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Microbial-mediated Induced Systemic Resistance in Plants by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Single-Frequency Fiber Lasers by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Data Science by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Role of Rainfall and Catchment Characteristics on Urban Stormwater Quality by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Mitochondrial DNA and Diseases by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Chinese International Students’ Stressors and Coping Strategies in the United States by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Introduction to Statistical Methods, Design of Experiments and Statistical Quality Control by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Poverty Reduction, the Private Sector, and Tourism in Mainland Southeast Asia by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Geminoid Studies by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book Theoretical Computer Science by Surekha Borra, Rohit Thanki, Nilanjan Dey
Cover of the book How Is Terrorism Changing Us? by Surekha Borra, Rohit Thanki, Nilanjan Dey
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy