SIGNAL PROCESSING FOR REMOTE SENSING
On the Normalized Hilbert Transform and Its
Applications in Remote Sensing; Steven R. Long and Norden E.
Huang
Statistical Pattern Recognition and Signal Processing in Remote
Sensing; Chi Hau Chen
A Universal Neural Network-Based Infrasound Event Classifier;
Fredric M. Ham and Ranjan Acharyya
Construction of Seismic Images by Ray Tracing; Enders A.
Robinson
Multi-Dimensional Seismic Data Decomposition by Higher Order SVD
and Unimodal ICA; Nicholas Le Bihan, Valeriu Vrabie, and Jérôme I.
Mars
Application of Factor Analysis in Seismic Profiling; Zhenhai Wang
and Chi Hau Chen
Kalman Filtering for Weak Signal Detection in Remote Sensing; Stacy
L. Tantum, Yingyi Tan, and Leslie 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 Highand Low-Resolution
Images; Sang-Ho Yun and Howard Zebker
Blind Separation of Convolutive Mixtures for Canceling Active Sonar
Reverberation; Fengyu Cong, Chi Hau Chen, Shaoling Ji, Peng Jia,
and Xizhi Shi
Neural Network Retrievals of Atmospheric Temperature and Moisture
Profiles from High-Resolution Infrared and Microwave Sounding Data;
William J. Blackwell
Satellite-Based Precipitation Retrieval Using Neural Networks,
Principal Component Analysis, and Image Sharpening; Frederick W.
Chen
IMAGE PROCESSING FOR REMOTE SENSING
Polarimetric SAR Techniques for Remote Sensing of the Ocean
Surface; Dale L. Schuler, Jong-Sen Lee, and Dayalan Kasilingam
MRF-Based Remote-Sensing Image Classification with Automatic Model
Parameter Estimation; Sebastiano B. Serpico and Gabriele Moser
Random Forest Classification of Remote Sensing Data; Sveinn R.
Joelsson, Jon Atli Benediktsson, and Johannes R. Sveinsson
Supervised Image Classification of Multi-Spectral Images Based on
Statistical Machine Learning; Ryuei Nishii and Shinto Eguchi
Unsupervised Change Detection in Multi-Temporal SAR Images; Lorenzo
Bruzzone and Francesca Bovolo
Change-Detection Methods for Location of Mines in SAR Imagery;
Maria Tates, Nasser Nasrabadi, Heesung Kwon, and Carl White
Vertex Component Analysis: A Geometric-Based Approach to Unmix
Hyperspectral Data; José M.B. Dias and José M.P. Nascimento
Two ICA Approaches for SAR Image Enhancement; Chi Hau Chen, Xianju
Wang, and Salim Chitroub
Long-Range Dependence Models for the Analysis and Discrimination of
Sea-Surface Anomalies in Sea SAR Imagery; Massimo Bertacca,
Fabrizio Berizzi, and Enzo Dalle Mese
Spatial Techniques for Image Classification; Selim Aksoy
Data Fusion for Remote-Sensing Applications; Anne H.S. Solberg
The Hermite Transform: An Efficient Tool for Noise Reduction and
Image Fusion in Remote-Sensing; Boris Escalante-Ramírez and
Alejandra A. López-Caloca
Multi-Sensor Approach to Automated Classification of Sea Ice Image
Data; A.V. Bogdanov, S. Sandven, O.M. Johannessen, V.Yu.
Alexandrov, and L.P. Bobylev
Use of the Bradley-Terry Model to Assess Uncertainty in an Error
Matrix from a Hierarchical Segmentation of an ASTER Image; Alfred
Stein, Gerrit Gort, and Arko Lucieer
SAR Image Classification by Support Vector Machine; Michifumi
Yoshioka, Toru Fujinaka, and Sigeru Omatu
Quality Assessment of Remote Sensing Multi-Band Optical Images;
Bruno Aiazzi, Luciano Alparone, Stefano Baronti, and Massimo
Selva
Index
"...this book will be useful to advance automated image processing
and the integration of remote sensor data with ecosystem and
atmospheric models. The unique idea of combining signal processing
with image processing is a good one and is well timed with ongoing
technological advancements."
—Ross Lunetta, Remote Sensing Change Detection and Remote Sensing
and GIS Accuracy Assessment "Overall, the breadth and depth of
content make this book an excellent reference for researchers,
including graduate students, engaged in advanced remote sensing
data analysis, who will find that some chapters provide inspiration
to their own research."
—Qian Du, Department of Electrical and Computer Engineering,
Mississippi State University, in Photogrammetric Engineering &
Remote Sensing, Nov. 2007, Vol. 73, No. 11
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