NDLI: A parallel differential box counting algorithm applied to hyperspectral image classifications

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2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

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2009 IEEE International Geoscience and Remote Sensing Symposium

Volume 5 - 2009

Organizing committee

Technical program committee

Greetings from GRSS president

General chairs' welcome

Technical program overview

Table of contents

Polarimetric analysis from compact-pol measurements: Potential and limitation

Soil moisture estimation using a multi-angular modified three component polarimetric decomposition

One-dimensional radar interferometry for line infrastructure

InSAR permanent scatterers selection using SAR SVA filtering

Bayesian restoration of interferometric phase through biased anisotropic diffusion

A new algorithm for the phase unwrapping of interferogram stacks

A GPU based time-domain raw signal simulator for interferometric SAR

Recent activities in the Hyperspectral Imaging Network (HYPER-I-NET): A European consortium fostering imaging spectroscopy research

Orthorectification and DSM generation with ALOS-Prism data in urban areas

Matching of high resolution optical data to a shaded DEM

Calibration of radargrammetric DEMs from RADARSAT-2 high-resolution and fine-quad modes

Using geometric accuracy of TerraSAR-X data for improvement of direct sensor orientation and ortho-rectification of optical sattelite data

Interactive object segmentation in high resolution satellite images

Reversible integer wavelet evaluation for DEM progressive compression

Dynamic tolerance setting method for plane sweep algorithm

3D digital topological relationship analysis for spatial entity with fuzzy boundary

Adaptive bounds for quadric based generalization

Hierarchical GIS clustering using principal components

High performance computing for hyperspectral image analysis: Perspective and state-of-the-art

Classification performance of random-projection-based dimensionality reduction of hyperspectral imagery

Unsupervised hyperspectral band selection using parallel processing

Band selection for hyperspectral images based on parallel particle swarm optimization schemes

Endmember extraction from hyperspectral imagery using a parallel ensemble approach with consensus analysis

Needs and applications for data mining in large series of remotely sensed images

Swarm intelligence for unsupervised classification of hyperspectral images

Real-time distributed monitoring of electromagnetic pollution in urban environments

SAR monitoring of suburban areas based on an electromagnetic scattering model

Damage analysis of 2008 Wenchuan earthquake using SAR images

Urban building damage detection from very high resolution imagery using one-class SVM and spatial relations

The ALOS PALSAR mosaic over the African continent — A reference baseline dataset for forest- and land cover change monitoring

Polarimetric signatures and classification of tropical land covers

Karst forest type discrimination in southwest China using spaceborne polarimetric SAR data

Multisensor SAR analysis for forest monitoring in boreal and tropical forest environments

Satellite measurements of trace gases using blind source separation

Delay super resolution for GNSS-R

Determination of scattering mechanisms inside rice plants by means of PCT and high resolution radar imaging

Detection and analysis of urban areas using ALOS PALSAR polarimetric data

Polarimetric coherence optimization for interferometric differential applications

Polarized point scatterers: An algorithm for detection using ALOS-PALSAR data

Scattering component decomposition for POL-InSAR dataset and its applications

Calibration of spaceborne polarimetric SAR data using a genetic alogrithm

A new approach to improve the accuracy of baseline estimation for spaceborne radar interferometry

Local, nonlinear adaptive co-registration of master and slave interferometric SAR complex image data for high quality digital elevation map generation

Capon/APES based SAR processing: Practical considerations

Processing multiple SAR modes with baseband azimuth scaling

Satellite radiometer pre-launch sensitivity estimation using anechoic chamber and channel inter-comparison

On-flight characterization of the SMOS payload during the commissioning phase

Digital beamforming analysis and performance for a digital L-band Pseudo-correlation radiometer

Analysis of ALOS-PRISM image geometry for advanced photogrammetric applications

Quantitative geometric calibration & validation of the Rapideye constellation

DubaiSat-1: Mission overview, development status and future applications

Agent-based simulation for urban emergency response planning

Buffer generation using Spherical Geometry

Parallel implementation of endmember extraction algorithms using NVidia graphical processing units

FPGA-based on-board multi/hyperspectral image compression system

A parallel differential box counting algorithm applied to hyperspectral image classifications

Real-time processing of simplex growing algorithm

Some needed standards and best practices for calibration and validation of remote sensing data

Global change observation mission

The moon as a radiometric reference source for on-orbit sensor stability calibration

An assessment of African test sites in the context of a global network of quality-assured reference standards

A first assessment of Aster GDEM tiles for absolute accuracy, relative accuracy and terrain parameters

Case-based reasoning approach in geographical data mining: Experiement and application

Spatio-Temporal data mining on MCS over Tibetan Plateau using satellite meteorological datasets

Finding compound structures in images using image segmentation and graph-based knowledge discovery

Active learning of hyperspectral data with spatially dependent label acquisition costs

Species distribution and forest type mapping in Mexico

Research the dynamics of landscape spatial pattern of urban-rural ecotone using multi-temporal remote sensing image

Relationship between urban heat sink and heat energy exchange in Beijing, China

Automatic road network extraction using high resolution multi-temporal satellite images

Rough thin pavement thickness estimation by GPR

Flood and discharge monitoring during the 2008 Iowa flood using AMSR-E data

An improved method of calculating air-water surface reflectance of skylight from water surface measured spectra

Aerial imagery for monitoring land use in East African wetland ecosystems

How atmospheric instability influences models results of satellite observed upper tropospheric water vapor properties

NDSA measurements between two LEO satellites in Ku and K bands for the tropospheric water vapor estimate: Performance evaluation at global scale

Forest biomass retrieval from lidar and radar

Forest parameter mapping based on lidar and SAR data

Boreal forest height estimation with SAR interferometry and laser measurements

Directional wave spectrum estimation by SWIM instrument on CFOSAT

SWIM: A state of the art multi-incidence beams Ku-band waves scatterometer to go beyond current radar systems

Atmospheric water vapor effects on spaceborne interferometric SAR imaging: Comparison with ground-based measurements and meteorological model simulations at different scales

A linear Kalman filter approach for estimation of a vehicle's motion parameters using range-Doppler tracking and road information

GRLT detection of moving target by along track SAR interferometric systems

SAR interferometry and Speckle tracking approach for glacier velocity estimation using ERS-1/2 and TerraSAR-X spotlight high resolution data

A novel STAP algorithm using sparse recovery technique

Chirp scaling based detection of moving targets in SAR images

A solution for the mixture problem in agricultural remote sensing

Detecting citrus tree water status by integrating hyperspectral remote sensing and physiological data in a water flow-storage model

Improving Soil Organic Carbon (SOC) prediction by field spectrometry in bare cropland by reducing the disturbing effect of soil roughness

The ECORS system: A mobility decision-making tool based on Earth observation data

High-rate GNSS techniques for the detection of large seismic displacements

Evaluating Sensor Observation Service implementations

An ontology merging tool to facilitate interoperability between coastalsensor networks

Evolution of web services in EOSDIS — Search and order metadata registry (ECHO)

Using sensorml to describe scientific workflows in distributed Web Service environments

Talkoot software appliance for collaborative science

Using remote sensing free software in scientific research

The ITC GEONETCAST Toolbox: A Geo capacity building component for education and training in Global earth observation & Geo information provision to society

Towards best practice in earth observation research in developing countries

Mapping cultivated area in West Africa using MODIS imagery and agroecological stratification

Using remote sensing and geographic information system for prioritization of areas for site specific agricultural development in Limpopo Province, South Africa

Robust estimation of crop residue cover via ulti/hyperspectral sensing

Data mining by decision tree for object oriented classification of the sugar cane cut kinds

Time series of polarimetric and interferometric observations of TerraSAR-X data over rice fields in Spain

Retrieval of aerosol optical thickness from HJ-1A/B images using structure function method

AERL — A small satellite for measurement of aerosol properties over land surfaces

Aerosol optical depth retrieval over land using MODIS data and its application in monitoring air quality

Influence of sun photometer filter function on retrieving aerosol optical depth

Estimation of target motion and 3D target geometry using multistatic ISAR movies

The relationship between radar backscatter cross section and ocean wave parameters at low incidence angles

Measurements of ocean wave spectra with vertical polarization X-band radar image sequences

A radar suite for ice sheet accumulation measurements and near-surface internal layer mapping

SRAL, a radar altimeter designed to measure a wide range of surface types

SAR altimeter retracker performance bound over water surfaces

Applications of GNSS in West Africa

Secure service composition in sensor Web

Self-organising sensor web using Cell-Fate Optimisation

Mobile computing and Sensor Web Services for coastal buoys

A WSN-based solution for precision farm purposes

MODIS science algorithms and data systems lessons learned

Object model and two-stage classification for automated object-based analysis of remote sensing imagery

Global atmospheric aerosol optical depth retrievals over land and ocean from AATSR

Methods of analysis of atmospheric aerosols from future spaceborne high spectral resolution lidar data

A retrieval algorithm for aerosol optical depth from MODIS multi-spatial scale data based on mutual information

Volume 4 - 2009

Volume 3 - 2009

Volume 2 - 2009

Volume 1 - 2009

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium

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'.

A parallel differential box counting algorithm applied to hyperspectral image classifications

Content Provider	IEEE Xplore Digital Library
Author	Tzeng, Y.C. Fan, K.T. Su, Y.J. Chen, K.S.
Copyright Year	2009
Description	Author affiliation: Department of Electronic Engineering, National United University, Maio-Li, Taiwan (Tzeng, Y.C.; Fan, K.T.; Su, Y.J.) \|\| Center for Space and Remote Sensing Research, National Central University, Chung-Li, Taiwan (Chen, K.S.)
Abstract	Hyperspectral images with hundreds of narrow spectral channels are currently available and instruments with thousands of spectral bands are under development. It is necessary to develop techniques and models for efficiently processing large volume of remote sensing images. Multi-core processors present an opportunity for speeding up the computation by partitioning the load among the cores. As multi-core processor systems become more and more widespread, the demand of efficient parallel algorithms also propagates into the field of remote sensing images processing. Classification of land cover types in a hyperspectral image is demonstrated in this study. A dynamic learning neural network (DLNN) is utilized as a supervised classifier. To get better classification accuracy, texture information is extracted and combined with the spectral information. Fractal dimension, the texture information applied, is estimate by a differential box-counting (DBC) technique. The original DBC is inefficient because the fractal dimension is evaluated sequentially. In this study, a parallel DBC is proposed and implemented on a multi-core PC to improve its efficiency. To fully explore its multi-core capability, multi-threading technique is adopted. Experimental results reveal that the improvement in computation time of the parallel DBC is depended on the ratio of window size M and grid size s. In addition, further improvement provided by multi-threading techniques is linearly proportion to the number of cores.
File Size	592418
File Format	PDF
ISBN	9781424433940
DOI	10.1109/IGARSS.2009.5417694
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-07-12
Publisher Place	South Africa
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Hyperspectral imaging Image classification Hyperspectral sensors Remote sensing Multicore processing Fractals Instruments Parallel algorithms Image processing Neural networks multi-core PC hyperspectral image fractal dimension differential box-counting
Content Type	Text
Resource Type	Article

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