NDLI: Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain

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2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

2014 IEEE Geoscience and Remote Sensing Symposium

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS

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2010 IEEE International Geoscience and Remote Sensing Symposium

2009 IEEE International Geoscience and Remote Sensing Symposium

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium

Volume 5 - 2008

2008 IEEE International Geoscience & Remote Sensing Symposium

Senior Advisory Committee

Technical Program Committee

Greetings from GRSS President

General Chairs' Welcome

Technical program overview

Table of contents

Spatial and Temporal Inter-Relationships between Anomalies of Temperature, Moisture, Cloud Cover, and OLR as Observed by AIRS/AMSU on Aqua

Comparison of Multi- and Hyperspectral Remote Sensing Data for Use in Comprehensive Urban Biotope Mapping

Characterizing the Urban Growth of Hanoi, Nagoya, and Shanghai City using Remote Sensing and Spatial Metrics

CA-based Simulation of Asian Urban Dynamics: A Case Study of Taipei Metropolitan Area, Taiwan

Digital Beamforming for a 3D MIMO SAR - Improvements through Frequency and Waveform Diversity

Ultra Wide Swath Imaging with Multi-Channel ScanSAR

The Thinned Array Time Division Multiple Phase Center Aperture Synthesis and Application

Spatial and Temporal Monitoring of the East-Antarctic Plateau using Passive Microwave Data

Spatial Resolution Enhancement of AMSR Tb Images based on Measurement Local Time of Day

Simulation of Spaceborne Microwave Radiometer Measurements of Snow Cover using In-Situ Data and Emission Models

Absorption at Microwave Frequencies in a Moist Metamorphic Snow Pack Due to Pendular Ring Accumulations of Liquid Water

Operational Snowcover Mapping using MSG/SEVIRI Data

Land Cover Analysis on Sub-Continental Scale: FAO LCCS Standard with 250 Meter MODIS Satellite Observations in West Africa

Characterizing Changes in the Land Use and Land Cover in the Ft. Cobb Reservoir Watershed, Oklahoma

Soft Classification and Assessment of Kalman Filter Neural Network for Complex Landcover of Tropical Rainforests

Pansharpening Quality Assessment using Modulation Transfer Function Filters

Weighted Least Squares Pan-Sharpening of Very High Resolution Multispectral Images

Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain

QNR Optimization based Pansharpening

Fast Panchromatic Sharpening for High-Resolution Multi-Spectral Images

Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection

A Standards-Compliant, Web-based Dynamic Geospatial Data Driven System

Interoperability Middleware between Geoscience and Geospatial Catalog Protocols

System Design of Cloud Profiling Radar for Earthcare

A Ka-band Interferometer for Cryospheric Applications-Instrument Description and First Results

The UMass X-Pol Mobile Doppler Radar: Description, Recent Observations, and New System Developments

Calibration of the UMass Advanced Multi-Frequency Radar (AMFR)

Considerations in Pulse Compression Design for Weather Radars

An Empirical Study of Breaking Wave Contribution to Radar Backscatter from the Ocean Surface at Low Grazing Angle

Numerical Simulations of Emission and Bistatic Scattering from Soils with Rough Surfaces of Exponential Correlation Functions

Monte Carlo Simulation of Altimeter Pulse Returns and Electromagnetic Bias

Automatic Model Inversion of Multi-Temporal C-band Coherence and Backscatter Measurements for Forest Stem Volume Retrieval

NASA Technology for the Earth Observation Sensor Web

Geospatial Workflow in a Sensor Web Environment: Transactions, Events, and Asynchrony

User Requirements for Sensor Web based Scientific Workflows in the Cholera Research Domain

A Soil Moisture Smart Sensor Web using Data Assimilation and Optimal Control: Formulation and First Laboratory Demonstration

A Land Information Sensor Web (LISW) Study in Support of Land Surface Studies

Evaluation of Distributed Collaborative Adaptive Sensing in a Four-Node Radar Network: Integrated Project 1

Meteorological Command & Control: Architecture and Performance Evaluation

User Evaluations of Adaptive Scanning Patterns in the CASA Spring Experiment 2007

Detection of Urban Zones in Satellite Images using Visual Words

Analysis of the Degree of Urban Impervious Surface based on Object-Oriented Method

Semi-Automated Extraction of Human Settlement Extent in HR SAR Images

Wavenumber Spectra of High Resolution Optical Images for Characterizing Urban Features

Experimental Performance Investigation of Digital Beamforming on Synthetic Aperture Radar

Achieving HRWS Images with Space-borne Bistatic SAR with Multiple Phase Centers

Analysis of C-band Polarimetric Signatures of Arctic Lead Ice using Data from AIRSAR and RADARSAT-1

Evaluating ALOS-PALSAR for Ice Monitoring - What Can L-band do for the North American Ice Service?

Analysis of Antarctic Iceberg and Sea Ice Melting Patterns using QuikSCAT

The Use of MODIS-NDVI Data for Mapping Cropland across the Great Lakes Basin, USA

Crop Rotation Changes in Iowa Due to Ethanol Production

The Effects of Land Use Change on the Terrestrial Carbon Budgets of New England

Application of Multi-Sensor Optical Data for Monitoring Land Uses within the Mercury Mining Area of Almadén, Spain

An Area based Technique for Image-to-Image Registration of Multi-Modal Remote Sensing Data

Autonomous Registration of LiDAR Data to Single Aerial Image

Image Registration using Non-Linear Diffusion

A Semi-Automatic Image Registration Scheme based on a Noval Asymmetrical Corner Detector (ACD)

On Extracting Evolutions from Satellite Image Time Series

Scalable and Error Tolerant Automated Georeferencing under Affine Transformations

SWIM: A Multi-Incidence Beams Ku-band Real Aperture Radar for the Observation of the Ocean Wave Field Spectra

Retrieval of Reflected Direct Broadcast Satellite (DBS) Signals for Earth Science Applications

Mobile X- to Ku-band Scatterometer in Support of the CoRe-H20 Mission

ASCAT Scatterometer Ocean Calibration

Pulse Compression with Very Low Sidelobes in a Spaceborne Weather Radar

SAR Imaging Simulation for an Inhomogeneous Undulated Lunar Surface based on Triangulated Irregular Network

Scattering from a Scatterer Near a Large Random Rough Surface with the Extended PILE Method

Amplitude and Phase Statistics for Bistatic Scattering from Rough Surfaces

Analyzing EM Scattering from Randomly Rough Surfaces by Combining the Stochastic Second-Degree Iterative Method, the Sparse Matrix Algorithm and Chebyshev Approximation

Small Perturbation Method for Scattering From Rough Multilayers

Forest Vertical Structure Estimation using Coherence Tomography

Compact Polarimetry Mode for a Low Frequency SAR in Space

Temporal Decorrelation for Forested Areas Observed in Spaceborne L-band SAR Interferometry

Early Results using Single-Pass L-band Pol-InSAR

Sar Interferometry For Estimating Above-Ground Biomass Of Savanna Woodlands In Belize

A Space-Based Sensor Web for Disaster Management

A Sensor Web Simulator for Design of New Earth Science Observing Systems

Using Sensor Web Processes and Protocols to Assimilate Satellite Data into a Forecast Model

Real-Time Refractivity Retrieval using the Magnetron-based CASA X-band Radar Network During the Spring 2008 Campaign

Real-time implementation of the network-based reflectivity retrieval for CASA

Western Massachusetts Off-the-Grid Radar Technology Testbed

Phase-Tilt Array Antenna Design for Dense Distributed Radar Networks for Weather Sensing

Development of Scan Strategy for Dual Doppler Retrieval in a Networked Radar System

Impacts of Improved Quality Control and Ocean Emissivity Model for AMSR-E Radiance Assimilation in JMA

Severe Weather Study in Middle and High Oceanic Latitudes using Aqua AMSR-E

Global Microwave Emission Depth Analyses from AMSR-E, SSMI, and MODIS

Anisotropic Rotation Invariant Built-Up Presence Index: Applications to SAR Data

Urban Land-Use Multi-Scale Textural Analysis

Monitoring the Extent and Intensity of Urban Areas Globally using the Fusion of MODIS 500m Resolution Satellite Imagery and Ancillary Data Sources

Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling

Enhanced Military Target Discrimination using Active and Passive Polarimetric Imagery

A Markov Chain CFAR Detector for Polarimetric Data using Adaptive Linear Discriminant Analysis

Classification of Polarimetric SAR Images using the Degree of Polarization and the Co-Polarized Phase Difference

Sea Ice Microwave Emission Process Simulations

Analysis of WindSat Data over Arctic Sea Ice

TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification

Comparison of Polarimetric Change Detection Methods on ALOS PALSAR Images over Finland

Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks

A New Approach for Spatio-Spectral Feature Selection for Sensors with Noisy and Overlapping Spectral Bands

Dimension Reduction for Hyperspectral Image Classification via Support Vector based Feature Extraction

Dimensionality Reduction and Classification based on Ant Colony Algorithm for Hyperspectral Remote Sensing Image

Comparison of Sensitivities Generated by Real Aperture and Synthetic Aperture Radiometers

Calibration Consistency Tool for Interferometric Radiometers

Interferometric Radiometers: Fringe Washing Function Estimation

Success Criteria Tool in EMC Tests for Interferometric Radiometers

Prototype Development of an 8mm Band 2-Dimensional Aperture Synthesis Radiometer

Requirements for Model-based Polarimetric Decompositions

Effect of Forest Structure on Scattering Center Height from Model and SAR Data

Radar Volume Backscatter from Spatially Extended Geophysical Targets in "Slice" Approach

Ground Scattering Analysis to Identify Targets for Refractivity Field Estimation

Data Assimilation of Model Predictions of Long-Time Evolution of Cs-137 Deposition on Terrain

Assimilating Remote Sensing based Soil Moisture in an Ecosystem Model (BEPS) for Agricultural Drought Assessment

Ensemble Data Assimilation Simulation Experiments for the Coastal Ocean: Impact of Different Observed Variables

Assimilating Earth Observation Data into Land Surface Models

Phased Array Radar Polarimetry for Weather Sensing: Challenges and Opportunities

Ice Water Content Estimation in Clouds Using Radar Reflectivity and Dual-Frequency Ratio at 94 and 220 GHz

Theoretical Basis for Retrievals of Irregular-Particle Collections in the Atmosphere

Reflectivity and Differential Reflectivity Rainfall Algorithm Performance at X-band

A Simple Method for Land Surface Temperature Retrieval from AMSR-E

GeoCDX: An Automated Change Detection & Exploitation System for High Resolution Satelite Imagery

Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization

4D SAR Focusing: A Tool for Improved Imaging and Monitoring of Urban Areas

Change Detection for Bridges over Water in Airborne and Spaceborne SAR Data

Estimation of Surface Net Radiation from Solar Shortwave Radiation Measurements

Land Surface Albedo and Down-Welling Short-Wave Radiation Retrievals using High Frequency Observations from MSG Geostationary Satellite

Understanding Hydrological Cycle Dynamics Due to Changing Land Use and Land Cover: Congo Basin Case Study

Along Track Interferometry on Rhone River

Unmixing a Variable Endmember Linear Mixture Model for Estimation of Heat Island Mitigation by Green Vegetation

Supporting Facilities of the Airborne Imaging Spectrometer APEX

Low-Cost Multispectral Aerial Imaging using Autonomous Runway-Free Small Flying Wing Vehicles

Real-Time UAV Ortho Video Generation

microASAR: A Small, Robust LFM-CW SAR for Operation on UAVs and Small Aircraft

Ray Tracing for Simulating Reflection Phenomena in SAR Images

Radar Signature Analysis of Urban Structures

Understanding of the interaction of the radar response with the river ice cover

Simulations of L-band Brightness Temperature of a Quasi-Periodic Corn Canopy

Emissivities of Random Rough Surface over Layered Media

Combining Lidar and InSAR Observations over the Harvard and Duke Forests for Making Wide Area Maps of Vegetation Height

The Potential of Combined Lidar and SAR Data in Retrieving Forest Parameters using Model Analysis

Investigation on Tree Height Retrieval with Polarimetric SAR Interferometry

Crop LAI Retrieval from MODIS Bidirectional Reflectance Observations using the Particle Filter Algorithm and a Crop Growth Model

Retrieval of Leaf Area Index by Coupling Radiative Transfer Model and a Dynamic Model

Singular Spectrum Analysis for Filling Gaps and Reducing Uncertainties of MODIS Land Products

A Methodology for Selection of Optimal Viewing Angles for an Accurate Estimation of Leaf Area Index based on Information Theory

Improvement of Earthquake Prediction by using Global Signal Elimination from Environmental Electromagnetic Signals

NPOESS Precipitation Retrievals using the ATMS Passive Microwave Spectrometer

Validation of Multilayered Cloud Properties using A-Train Satellite Measurements

Development and Observation of the Ku-band Broad-Band Radar for Meteorological Application

The Spatial and Temporal Variations of High Clouds based on the MODIS 1.375-Micron Channel Measurements

Volume 4 - 2008

Volume 3 - 2008

Volume 2 - 2008

Volume 1 - 2008

2007 IEEE International Geoscience and Remote Sensing Symposium

2006 IEEE International Symposium on Geoscience and Remote Sensing

Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05.

IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)

IEEE International Geoscience and Remote Sensing Symposium

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217)

IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120)

IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293)

IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174)

IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development

IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium

1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications

Proceedings of IGARSS '94 - 1994 IEEE International Geoscience and Remote Sensing Symposium

Proceedings of IGARSS '93 - IEEE International Geoscience and Remote Sensing Symposium

[Proceedings] IGARSS '92 International Geoscience and Remote Sensing Symposium

[Proceedings] IGARSS'91 Remote Sensing: Global Monitoring for Earth Management

10th Annual International Symposium on Geoscience and Remote Sensing

12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,

International Geoscience and Remote Sensing Symposium, 'Remote Sensing: Moving Toward the 21st Century'.

Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain

Content Provider	IEEE Xplore Digital Library
Author	Zhang, Y. De Backer, S. Scheunders, P.
Copyright Year	2008
Description	Author affiliation: Dept. of Phys., Univ. of Antwerp, Antwerp (Zhang, Y.; De Backer, S.; Scheunders, P.)
Abstract	In this work, a technique is presented for the fusion of multi-spectral (MS) and hyperspectral (HS) images to enhance the spatial resolution of the latter. The technique works in the wavelet domain, and is based on a Bayesian estimation of the HS image, assuming a joint normal model for the images, and an additive noise imaging model for the HS image. An appropriate estimation strategy is also proposed. The technique is compared to its counterpart in the spatial domain, and validated for noisy conditions. Further, its performance is compared to several state-of-the-art pansharpening techniques, in the case where the MS image becomes a panchromatic image, and to some MS and HS image fusion techniques from the literature.
File Size	755391
File Format	PDF
ISBN	9781424428076
DOI	10.1109/IGARSS.2008.4780029
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-07-07
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Bayesian methods Hyperspectral imaging Wavelet domain Spatial resolution Hyperspectral sensors Pixel Wavelet transforms Image resolution Image fusion Optical sensors wavelet Bayesian fusion multispectral image hyperspectral image
Content Type	Text
Resource Type	Article

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