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Signal Processing for Remote Sensing -

Signal Processing for Remote Sensing

C.H. Chen (Herausgeber)

Buch | Hardcover
280 Seiten
2007
Crc Press Inc (Verlag)
978-1-4200-6666-1 (ISBN)
CHF 125,65 inkl. MwSt
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Highlighting the data acquisitions segment of remote sensing, this book covers Normalized Hilbert Transfroms and Its Applications, Statistical Pattern Recognition, Neural Network-Based Infrasound Event Classifier, and also focusing on the Siesmic Data Decomposition and Kalman Filtering for Weak Signal Detection in Remote Sensing.
Written by leaders in the field, Signal Processing for Remote Sensing explores the data acquisitions segment of remote sensing. Each chapter presents a major research result or the most up to date development of a topic. The book includes a chapter by Dr. Norden Huang, inventor of the Huang-Hilbert transform who, along with and Dr. Steven Long discusses the application of the transform to remote sensing problems. It also contains a chapter by Dr. Enders A. Robinson, who has made major contributions to seismic signal processing for over half a century, on the basic problem of constructing seismic images by ray tracing. With rapid technological advances in both sensor and processing technologies, a book can only capture the current process and result. However, the numerous mathematical techniques provided in this book have lasting value, giving it a useful role for many years to come. While the majority of remote sensing titles cover only image processing, this book focuses on the data acquisitions segment of remote sensing. Its uniquely specific and practical approach allows you to directly apply the knowledge in this book to your field of remote sensing applications.

University of Massachusetts, North Dartmouth, USA

Contents
On the Normalized Hilbert Transform and Its Applications in Remote Sensing, S.R. Long and N.E. Huang
Statistical Pattern Recognition and Signal Processing in Remote Sensing, C.H. Chen
A Universal Neural Network–Based Infrasound Event Classifier, F.M. Ham and R. Acharyya
Construction of Seismic Images by Ray Tracing, E.A. Robinson
Multi-Dimensional Seismic Data Decomposition by Higher Order SVD and Unimodal ICA, N. Le Bihan, V. Vrabie, and J.I. Mars
Application of Factor Analysis in Seismic Profiling, Z. Wang and C.H. Chen
Kalman Filtering for Weak Signal Detection in Remote Sensing, S.L. Tantum, Y. Tan, and L.M. Collins
Relating Time-Series of Meteorological and Remote Sensing Indices to Monitor Vegetation Moisture Dynamics, J. Verbesselt, P. Jönsson, S. Lhermitte, I. Jonckheere, J. van Aardt, and P. Coppin
Use of a Prediction-Error Filter in Merging High- and Low-Resolution Images, S.-H. Yun and H. Zebker
Blind Separation of Convolutive Mixtures for Canceling Active Sonar Reverberation, F. Cong, C.H. Chen, S. Ji, P. Jia, and X. Shi
Neural Network Retrievals of Atmospheric Temperature and Moisture Profiles from High-Resolution Infrared and Microwave Sounding Data, W.J. Blackwell
Satellite-Based Precipitation Retrieval Using Neural Networks, Principal Component Analysis, and Image Sharpening, F.W. Chen

Erscheint lt. Verlag 1.12.2007
Zusatzinfo 16 Halftones, black and white; 22 Tables, black and white; 13 Illustrations, color; 161 Illustrations, black and white
Verlagsort Bosa Roca
Sprache englisch
Maße 178 x 254 mm
Gewicht 658 g
Themenwelt Technik Elektrotechnik / Energietechnik
ISBN-10 1-4200-6666-8 / 1420066668
ISBN-13 978-1-4200-6666-1 / 9781420066661
Zustand Neuware
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