Signal processing for remote sensing / edited by C.H. Chen.

Format:

Book

Contributor:

Chen, C. H. (Chi-hau), 1937-

Louis A. Duhring Fund.

Language:

English

Subjects (All):

Remote sensing--Data processing.

Remote sensing.

Signal processing.

Physical Description:

265 pages : illustrations (some color) ; 27 cm

Place of Publication:

Boca Raton : CRC Press/Taylor & Francis Group, [2008]

Summary:

With chapters written by leaders in the field, Signal Processing for Remote Sensing examines some new approaches of signal processing in 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 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 progress 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 signal processing methods in 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.

Contents:

1 On the Normalized Hilbert Transform and Its Applications in Remote Sensing / Steven R. Long, Norden E. Huang 1

2 Statistical Pattern Recognition and Signal Processing in Remote Sensing / Chi Hau Chen 23

3 A Universal Neural Network-Based Infrasound Event Classifier / Fredric M. Ham, Ranjan Acharyya 31

4 Construction of Seismic Images by Ray Tracing / Enders A. Robinson 53

5 Multi-Dimensional Seismic Data Decomposition by Higher Order SVD and Unimodal ICA / Nicolas Le Bihan, Valeriu Vrabie, Jerome I. Mars 73

6 Application of Factor Analysis in Seismic Profiling / Zhenhai Wang, Chi Hau Chen 101

7 Kalman Filtering for Weak Signal Detection in Remote Sensing / Stacy L. Tantum, Yingyi Tan, Leslie M. Collins 127

8 Relating Time-Series of Meteorological and Remote Sensing Indices to Monitor Vegetation Moisture Dynamics / J. Verbesselt, P. Jonsson, S. Lhermitte, I. Jonckheere, J. van Aardt, P. Coppin 151

9 Use of a Prediction-Error Filter in Merging High- and Low-Resolution Images / Sang-Ho Yun, Howard Zebker 171

10 Blind Separation of Convolutive Mixtures for Canceling Active Sonar Reverberation / Fengyu Cong, Chi Hau Chen, Shaoling Ji, Peng Jia, Xizhi Shi 187

11 Neural Network Retrievals of Atmospheric Temperature and Moisture Profiles from High-Resolution Infrared and Microwave Sounding Data / William J. Blackwell 203

12 Satellite-Based Precipitation Retrieval Using Neural Networks, Principal Component Analysis, and Image Sharpening / Frederick W. Chen 231.

Notes:

Includes bibliographical references and index.

Local Notes:

Acquired for the Penn Libraries with assistance from the Louis A. Duhring Fund.

ISBN:

9781420066661

1420066668

OCLC:

156975368

Online:

Publisher description