Remote Sensing Data Intelligent Processing Methods and Program Design

Author: Ma Jianwen
Publisher:
Publish Date: 2005-07-01
Features: This book summarizes some new advancements and achievements obtained by the author over the past decade, closely following international frontiers and integrating statistical methods, intelligent algorithms, and remote sensing information mechanisms. It seeks breakthroughs through interdisciplinary approaches. The book primarily covers topics such as multi-band remote sensing data transformation and segmentation, Bayesian networks, evolutionary computing, neural networks, fuzzy clustering, and tolerance rough sets, among other spatial statistical analysis methods. Source code in C/C++ for some algorithms is provided at the end of the book. This book is suitable for undergraduate students majoring in remote sensing technology, remote sensing information mechanisms and applications, and remote sensing image processing. It can also serve as a reference for software development technical personnel engaged in intelligent processing.