DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques

Authors:
; ; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1325325
Grant/Contract Number:  
NA0001123
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Computers and Geosciences
Additional Journal Information:
Journal Name: Computers and Geosciences Journal Volume: 94 Journal Issue: C; Journal ID: ISSN 0098-3004
Publisher:
Elsevier
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Sun, Ziheng, Fang, Hui, Di, Liping, and Yue, Peng. Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques. United Kingdom: N. p., 2016. Web. doi:10.1016/j.cageo.2016.06.004.
Sun, Ziheng, Fang, Hui, Di, Liping, & Yue, Peng. Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques. United Kingdom. https://doi.org/10.1016/j.cageo.2016.06.004
Sun, Ziheng, Fang, Hui, Di, Liping, and Yue, Peng. Thu . "Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques". United Kingdom. https://doi.org/10.1016/j.cageo.2016.06.004.
@article{osti_1325325,
title = {Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques},
author = {Sun, Ziheng and Fang, Hui and Di, Liping and Yue, Peng},
abstractNote = {},
doi = {10.1016/j.cageo.2016.06.004},
journal = {Computers and Geosciences},
number = C,
volume = 94,
place = {United Kingdom},
year = {Thu Sep 01 00:00:00 EDT 2016},
month = {Thu Sep 01 00:00:00 EDT 2016}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1016/j.cageo.2016.06.004

Citation Metrics:
Cited by: 7 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

An Improved Parameter less Data Clustering Technique based on Maximum Distance of Data and Lioyd k-means Algorithm
journal, January 2012


Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information
journal, January 2004

  • Benz, Ursula C.; Hofmann, Peter; Willhauck, Gregor
  • ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 58, Issue 3-4
  • DOI: 10.1016/j.isprsjprs.2003.10.002

A review of assessing the accuracy of classifications of remotely sensed data
journal, July 1991


Automation of Customized and Near-Real-Time Vegetation Condition Index Generation Through Cyberinfrastructure-Based Geoprocessing Workflows
journal, November 2014

  • Sun, Ziheng; Peng, Chunming; Deng, Meixia
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, Issue 11
  • DOI: 10.1109/JSTARS.2014.2377248

Automatic Target Detection in High-Resolution Remote Sensing Images Using Spatial Sparse Coding Bag-of-Words Model
journal, January 2012

  • Sun, Hao; Sun, Xian; Wang, Hongqi
  • IEEE Geoscience and Remote Sensing Letters, Vol. 9, Issue 1
  • DOI: 10.1109/LGRS.2011.2161569

Object based image analysis for remote sensing
journal, January 2010


A Parameterless Line Segment and Elliptical Arc Detector with Enhanced Ellipse Fitting
book, January 2012


Multispectral classification of Landsat-images using neural networks
journal, May 1992

  • Bischof, H.; Schneider, W.; Pinz, A. J.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 30, Issue 3
  • DOI: 10.1109/36.142926

Gene selection in cancer classification using sparse logistic regression with Bayesian regularization
journal, July 2006


A Coefficient of Agreement for Nominal Scales
journal, April 1960


Classification of multispectral remote sensing data using a back-propagation neural network
journal, January 1992

  • Heermann, P. D.; Khazenie, N.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 30, Issue 1
  • DOI: 10.1109/36.124218

Comparison of Segment and Pixel-based Non-parametric Land Cover Classification in the Brazilian Amazon Using Multitemporal Landsat TM/ETM+ Imagery
journal, July 2007

  • Budreski, Katherine A.; Wynne, Randolph H.; Browder, John O.
  • Photogrammetric Engineering & Remote Sensing, Vol. 73, Issue 7
  • DOI: 10.14358/PERS.73.7.813

Automatic extraction of shorelines from Landsat TM and ETM+ multi-temporal images with subpixel precision
journal, August 2012

  • Pardo-Pascual, Josep E.; Almonacid-Caballer, Jaime; Ruiz, Luis A.
  • Remote Sensing of Environment, Vol. 123
  • DOI: 10.1016/j.rse.2012.02.024

Enhanced and parameterless Locality Preserving Projections for face recognition
journal, January 2013


Automatic Car Counting Method for Unmanned Aerial Vehicle Images
journal, March 2014

  • Moranduzzo, Thomas; Melgani, Farid
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, Issue 3
  • DOI: 10.1109/TGRS.2013.2253108

Support vector machine classification via parameterless robust linear programming
journal, February 2005


A survey of image classification methods and techniques for improving classification performance
journal, March 2007


Strategies and best practice for neural network image classification
journal, March 1997

  • Kanellopoulos, I.; Wilkinson, G. G.
  • International Journal of Remote Sensing, Vol. 18, Issue 4
  • DOI: 10.1080/014311697218719

Parameterless Discrete Regularization on Graphs for Color Image Filtering
book, January 2007


Cyberinfrastructure for e-Science
journal, May 2005


Automatic recognition of man-made objects in high resolution optical remote sensing images by SVM classification of geometric image features
journal, August 2007


Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data
journal, July 1990

  • Benediktsson, J. A.; Swain, P. H.; Ersoy, O. K.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 28, Issue 4
  • DOI: 10.1109/TGRS.1990.572944

Efficient Global Optimization of Expensive Black-Box Functions
journal, January 1998

  • Jones, Donald R.; Schonlau, Matthias; Welch, William J.
  • Journal of Global Optimization, Vol. 13, Issue 4, p. 455-492
  • DOI: 10.1023/A:1008306431147

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results
journal, October 2013

  • Pesaresi, Martino; Huadong, Guo; Blaes, Xavier
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 6, Issue 5
  • DOI: 10.1109/JSTARS.2013.2271445

Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points
journal, June 2012


An information fidelity criterion for image quality assessment using natural scene statistics
journal, December 2005

  • Sheikh, H. R.; Bovik, A. C.; de Veciana, G.
  • IEEE Transactions on Image Processing, Vol. 14, Issue 12
  • DOI: 10.1109/TIP.2005.859389

Mean shift: a robust approach toward feature space analysis
journal, May 2002

  • Comaniciu, D.; Meer, P.
  • IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, Issue 5
  • DOI: 10.1109/34.1000236

A k-Nearest-Neighbour Classifier for Assessing Consumer Credit Risk
journal, January 1996

  • Henley, W. E.; Hand, D. J.
  • The Statistician, Vol. 45, Issue 1
  • DOI: 10.2307/2348414

Unsupervised marked point process model for boat extraction in harbors from high resolution optical remotely sensed images
conference, September 2013

  • Craciun, Paula; Zerubia, Josiane
  • 2013 20th IEEE International Conference on Image Processing (ICIP), 2013 IEEE International Conference on Image Processing
  • DOI: 10.1109/ICIP.2013.6738849

AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization
journal, June 2012


Fuzzy modelling of vegetation from remotely sensed imagery
journal, February 1996


A k-mean clustering algorithm for mixed numeric and categorical data
journal, November 2007


Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images
book, January 2002

  • Levachkine, Serguei; Velàzquez, Aurelio; Alexandrov, Victor
  • Lecture Notes in Computer Science
  • DOI: 10.1007/3-540-45868-9_15

BPELPower—A BPEL execution engine for geospatial web services
journal, October 2012


An efficient parameterless quadrilateral-based image segmentation method
journal, September 2005

  • Chung, R. H. Y.; Yung, N. H. C.; Cheung, P. Y. S.
  • IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, Issue 9
  • DOI: 10.1109/TPAMI.2005.171

Evaluation of Automatic Building Detection Approaches Combining High Resolution Images and LiDAR Data
journal, June 2011

  • Hermosilla, Txomin; Ruiz, Luis A.; Recio, Jorge A.
  • Remote Sensing, Vol. 3, Issue 6
  • DOI: 10.3390/rs3061188

Automatic spectral target recognition in hyperspectral imagery
journal, October 2003

  • Ren, Hsuan; Chang, Chein-i
  • IEEE Transactions on Aerospace and Electronic Systems, Vol. 39, Issue 4, p. 1232-1249
  • DOI: 10.1109/TAES.2003.1261124

Regular Shape Similarity Index: A Novel Index for Accurate Extraction of Regular Objects From Remote Sensing Images
journal, July 2015

  • Sun, Ziheng; Fang, Hui; Deng, Meixia
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 53, Issue 7
  • DOI: 10.1109/TGRS.2014.2382566

A review of methods for automatic individual tree-crown detection and delineation from passive remote sensing
journal, June 2011


The Parameterless Self-Organizing Map Algorithm
journal, March 2006