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About this book
About this book
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. While the majority of remote sensing titles cover only image processing, this book focuses on the data acquisitions segment of remote sensing. It's uniquely specific and practical approach allows working remote sensing specialists to directly apply the knowledge presented in this book to their field of remote sensing applications.
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. Jonsson, 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
University of Massachusetts, North Dartmouth, USA