Signal and Image Processing for Remote Sensing

Abstract

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 Jerome 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. Joensson, 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 Jose M.B. Dias and Jose 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-Ramirez and Alejandra A. Lopez-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