Research Catalog
Satellite image analysis : clustering and classification
- Title
- Satellite image analysis : clustering and classification / Surekha Borra, Rohit Thanki, Nilanjan Dey.
- Author
- Borra, Surekha
- Publication
- Singapore : Springer, [2019]
- ©2019
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| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
Available - Can be used on site. Please visit New York Public Library - Schwarzman Building to submit a request in person. | Text | Use in library | JFE 19-6819 | Schwarzman Building - Map Division Room 117 |
Details
- Additional Authors
- Description
- xvi, 97 pages : illustrations (some color); 24 cm.
- Summary
- "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."--
- Series Statement
- SpringerBriefs in applied sciences and technology. Computational intelligence, 2625-3704
- Uniform Title
- SpringerBriefs in applied sciences and technology. Computational intelligence.
- Subject
- Bibliography (note)
- Includes bibliographical references.
- Contents
- Satellite image enhancement and analysis -- Satellite image clustering -- Satellite image classification -- Applied examples.
- Call Number
- JFE 19-6819
- ISBN
- 9789811364235
- 9811364230
- OCLC
- 1082178230
- Author
- Borra, Surekha, author.
- Title
- Satellite image analysis : clustering and classification / Surekha Borra, Rohit Thanki, Nilanjan Dey.
- Publisher
- Singapore : Springer, [2019]
- Copyright Date
- ©2019
- Type of Content
- text
- Type of Medium
- unmediated
- Type of Carrier
- volume
- Series
- SpringerBriefs in applied sciences and technology. Computational intelligence, 2625-3704SpringerBriefs in applied sciences and technology. Computational intelligence.
- Bibliography
- Includes bibliographical references.
- Added Author
- Thanki, Rohit, author.Dey, Nilanjan, 1984- author.
- Other Form:
- Online version: 9789811364242 9811364249 (OCoLC)1085348582
- Research Call Number
- JFE 19-6819