Image And Signal Processing For Remote Sensing

by Bruzzone, Lorenzo

• ISBN13: 9780819455208
• ISBN10: 0819455202
• Format: Paperback
• Copyright: 2004-11-30
• Publisher: Society of Photo Optical

Summary

Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.

Table of Contents

Spectral information extraction from very high resolution images through multiresolution fusion	p. 1
Simulated analysis of dependency of vegetation index on spatial resolution of sensors by QuickBird and ASTER	p. 9
Classification of high spatial resolution images by means of a Gabor wavelet decomposition and a support vector machine	p. 19
Pansharp vs. wavelet vs. PCA fusion technique for use with Landsat ETM panchromatic and multispectral data	p. 30
Experimental performance analysis of hyperspectral anomaly detectors	p. 41
Multitemporal and multiresolution fusion of wide field of view and high spatial resolution images through morphological pyramid	p. 52
Information measure for assessing pixel-level fusion method	p. 64
Passive millimeter-wave imaging with superresolution	p. 72
Survey and assessment of new trends in image processing for Earth observation	p. 84
Evaluation of thresholding techniques applied to oceanographic remote sensing imagery	p. 96
Design of a new sharpening filter	p. 104
Analysis of remotely sensed imagery using the level-crossing statistics texture descriptor	p. 115
Automatic partially supervised classification of multitemporal remotely sensed images	p. 126
Partially supervised hierarchical clustering of SAR and multispectral imagery for urban areas monitoring	p. 138
Use of spatial information after segmentation for every high spatial resolution satellite data classification	p. 150
Robust automatic clustering of hyperspectral imagery using non-Gaussian mixtures	p. 161
A neural adaptive model for hyperspectral data classification under minimal training conditions	p. 173
Real-time software compression and classification of hyperspectral images	p. 182
Anomalies detection in hyperspectral imagery using projection pursuit algorithm	p. 193
Physical subspace models for invariant material identification : subspace composition and detection performance	p. 203
Statistical detection algorithms in fat-tailed hyperspectral background clutter	p. 215
Regularized methods for hyperspectral image classification	p. 226
IMM techniques for dual-band infrared target tracking	p. 238
Review of CCSDS-ILDC and JPEG2000 coding techniques for remote sensing	p. 250
Lossless compression of hyperspectral imagery : a real-time approach	p. 262
Evaluation of 1D, 2D, and 3D SPIHT coding technique for remote sensing	p. 273
High-resolution vegetation index as measured by radar and its validation with spectrometer	p. 284
Information-theoretic textural features of SAR images : an assessment for land cover classification	p. 290
Subsurface material type determination from ground-penetrating radar signatures	p. 301
SAR amplitude probability density function estimation based on a generalized Gaussian scattering model	p. 307
Irregularly sampled scenes	p. 319
Constrained image restoration applied to passive millimeter-wave images	p. 334
Elastic image registration for landslide deformation detection	p. 344
Unsupervised classification of changes in multispectral satellite imagery	p. 356
Change detection in multitemporal SAR images based on generalized Gaussian distribution and EM algorithm	p. 364
Change detection of man-induced landslide causal factors	p. 376
Noise modeling and estimation in image sequences from thermal infrared cameras	p. 381
Improvements in object recognition by radar and ladar data fusion	p. 390
An analytical nonephemeris algorithm for MODIS bowtie removal	p. 396
Ultraresolution of microwave, color, and synthetic color images	p. 407
Implementation of a parallel registration algorithm for registration of InSAR complex images	p. 418
Extraction and analysis of LUCC information based on DTCs	p. 427
Efficient methodology for endmember selection by field radiometry : an application to multispectral mixture model	p. 435
Customized fusion of satellite images based on the a trous algorithm	p. 444
Study on the integration of GIS and remote sensing data in grouping-interpretation system for remote sensing image	p. 452
Interpolation in multispectral data using neural networks	p. 460
Improvement of unsupervised texture classification based on genetic algorithms	p. 471
Use of multiresolution analysis to detect chemical vapors in passive Fourier transform infrared (FTIR) spectroscopy	p. 481
Cascaded RM-filter for remote sensing imaging	p. 487
Table of Contents provided by Blackwell. All Rights Reserved.