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Image and Signal Processing for Remote Sensing IX Book

Image and Signal Processing for Remote Sensing IX
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  • Image and Signal Processing for Remote Sensing IX
  • Written by author Lorenzo Bruzzone
  • Published by SPIE Press, 2/5/2004
Buy Digital  USD$129.01

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Book Categories

Authors

Conference Committee
Analysis of multi-angular data to retrieve indicators of ecosystem structure 1
Comparing high spatial resolution image simplifications before a segmentation process 16
Denoising of multispectral images using wavelet thresholding 28
Detection of buildings through automatic extraction of shadows in ikonos imagery 36
Interband detail modeling for multiresolution fusion of very high resolution multispectral images 44
Multiresolution versus single resolution horizon picking in 2D seismic images 50
Superresolution for translated satellite images using the Walsh functions 62
Multiresolution analysis of DEM 72
Comparative study of fusing ETM data with five different techniques for the broader area of Pyrgos, Greece 84
Remotely sensed object recognition using multiple comparative measures 96
Satellite image segmentation using graph representation and morphological processing 104
ARMA-model-based region-growing method for extracting lake region in a remote sensing image 114
Image processing with texture feature preservation by three-state locally adaptive filter 120
Precise geometric correction for NOAA and GMS images considering elevation effects using GCP template matching and affine transform 132
Identification of weak faint point sources by using principal component analysis 142
Fusion and atmospheric correction techniques on multitemporal and multisensor satellite data for the detection of burnt areas in western Peloponnese Greece 153
Hierarchical structural matching algorithms for registration of aerospace images 164
Application of Fourier descriptors and fuzzy logic to classification of radar subsurface images 176
Mean field relaxation and SAR image segmentation 182
Real-time radar interferometry of ocean surface height 192
Application of morphological associative memories and Fourier descriptors for classification of noisy subsurface signatures 204
Adaptive feature selection for hyperspactral data analysis 213
Dimensionality reduction of hyperspectral imagery based on spectral analysis of homogeneous segments: distortion measurements and classification scores 226
Kernel methods for HyMap imagery knowledge discovery 234
Target detection in hyperspectral imagery using demixed spectral angles 244
Data compression studies for NOAA Hyperspectral Environmental Suite (HES) using 3D integer wavelet transforms with 3D set partitioning in Hierarchical trees 255
Fuzzy predictor calculation for on-board lossless compression of hyperspectral imagery by adaptive DPCM 266
Lossy coding techniques for high-resolution images 276
Spectral/spatial data fusion and neural networks for vegetation understory information extraction from hyperspectral airborne images 288
Wavelet-based feature extraction for hyperspectral vegetation monitoring 297
Independent component analysis applied to unmixing hyperspectral data 306
More results on AMM for endmember induction 316
Surface soil roughness estimation from the synergistic use of the active microwave ERS Wind Scatterometer and ERS/SAR data 328
Integration of Landsat and SAR images based on intensity modulation 337
Joint deconvolution and interpolation of remote sensing data 345
Multispectral image fusion method using perceptual attributes 357
Survey and assessment of advanced feature extraction techniques and tools for EO applications 368
Markovian regularization of Hermite-transform-based SAR image classification 378
SVM-based density estimation for supervised classification of remotely sensed images with unknown classes 386
Robust automatic classification method for hyperspectral imagery 398
Classification of hyperspectral images with support vector machines: multiclass strategies 408
Optimal design of neural networks for land-cover classification from multispectral imagery 420
Hyperspectral image analysis by scale-orientation morphological profiles 432
Adaptive joint time-frequency analysis for focusing ISAR images from simulated and experimental radar data 440
Unsupervised texture classification method using appropriate training area selection based on genetic algorithms 452
Combining anisotropic diffusion and alternating sequential filtering for satellite image enhancement and smoothing 461
Spectral responsivity estimation and noise effect analysis for digital imaging systems 469
Nonlinear mixture models for analyzing laboratory simulated-forest hyperspectral data 480
Polarimetric properties of land clutter at millimeterwave bands 488
Gauss-filtration-based feature extraction for IR image analysis 496
Multisensor tracking by cooperative processors 504
Evaluation of copyright protection schemes for hyperspectral imaging 512
Statistical ratio rank-ordered differences filter for radar speckle removal 524
Comparison of very high spatial resolution satellite image segmentations 532
Radar and panchromatic image fusion by means of the a trous algorithm 543
Comparison between object- and pixel-level approaches for change detection in multispectral images by using neural networks 551
Multispectral image fusion by simulated annealing 560
Urban material characterization from the Hyperion hyperspectral imager: application to downtown Montreal (Quebec, Canada) 569
Multiresolution fusion of remotely sensed images with the Hermite transform 575
Author Index 585


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