Fusion of Space-Based Multi-Source Remote Sensing Information: Theory, Algorithms, and Application Systems

Author: Zhang Yongsheng
Publisher:
Publish Date: 2005-06-01
Features: With the rapid development of space-based remote sensing platforms and space-based integrated information networks, space-based spatial information resources have become increasingly abundant. How to fully utilize multi-source remote sensing information to serve economic and national defense construction has become a topic of widespread attention in this field. This book provides an in-depth analysis and discussion of the main technologies involved in the entire process of space-based multi-source remote sensing image information fusion, systematically summarizing and organizing general technical methods, core processing algorithms, and commonly used remote sensing image fusion processing techniques. The book is divided into 11 chapters, comprehensively introducing the progress of space-based remote sensing information fusion technology, thoroughly analyzing the design and implementation technology of multi-functional combined remote sensing satellite ground receiving platforms, exploring the theory and technical methods of remote sensing satellite orbit calculation and orbit prediction. With a focus on satellites without telemetry parameters and those lacking sensor imaging auxiliary parameters, the book discusses image pre-positioning techniques and implementation schemes that support remote sensing data fusion, high-precision automatic registration techniques for remote sensing images, image quality improvement techniques based on pixel-level fusion, target feature-based fusion and extraction techniques, GIS interpretation and interpretation knowledge-based fusion techniques, relevant techniques for hyperspectral and high-resolution remote sensing information fusion and processing, as well as application systems for space-based multi-source remote sensing information fusion processing. This book is suitable for researchers, developers, and managers in the fields of remote sensing science and technology, geographic information systems, earth spatial information science, earth observation, information resource development, spatial information system integration, resources and environment, land resource survey, surveying and mapping, satellite application technology, and geographic image intelligence. It can also serve as a textbook or teaching reference for senior undergraduate and graduate students in relevant disciplines.