Hyperspectral Image Processing
Nonfiction, Computers, Application Software, Computer Graphics, Science & Nature, Technology, Electronics
| Author: | Liguo Wang, Chunhui Zhao | ISBN: | 9783662474563 |
| Publisher: | Springer Berlin Heidelberg | Publication: | July 15, 2015 |
| Imprint: | Springer | Language: | English |
| Author: | Liguo Wang, Chunhui Zhao |
| ISBN: | 9783662474563 |
| Publisher: | Springer Berlin Heidelberg |
| Publication: | July 15, 2015 |
| Imprint: | Springer |
| Language: | English |
Based on the authors’ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping and MAP/POCS-based super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.
Based on the authors’ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping and MAP/POCS-based super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.
