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

Sun, Ziheng; Fang, Hui; Di, Liping; Yue, Peng

doi:10.1016/j.cageo.2016.06.004

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

Journal Article · 01 September 2016 · Computers and Geosciences

DOI:https://doi.org/10.1016/j.cageo.2016.06.004· OSTI ID:1325325

Sun, Ziheng; Fang, Hui; Di, Liping; Yue, Peng

Not Available

View Accepted Manuscript (Publisher)

Sponsoring Organization:: USDOE

Grant/Contract Number:: NA0001123

OSTI ID:: 1325325

Journal Information:: Computers and Geosciences, Journal Name: Computers and Geosciences Journal Issue: C Vol. 94; ISSN 0098-3004

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (40)

Semantic Analysis and Recognition of Raster-Scanned Color Cartographic Images Levachkine, Serguei; Velàzquez, Aurelio; Alexandrov, Victor Lecture Notes in Computer Science https://doi.org/10.1007/3-540-45868-9_15	book	January 2002
Parameterless Discrete Regularization on Graphs for Color Image Filtering Lezoray, Olivier; Bougleux, Sébastien; Elmoataz, Abderrahim Lecture Notes in Computer Science https://doi.org/10.1007/978-3-540-74260-9_5	book	January 2007
A Parameterless Line Segment and Elliptical Arc Detector with Enhanced Ellipse Fitting Pătrăucean, Viorica; Gurdjos, Pierre; von Gioi, Rafael Grompone Computer Vision – ECCV 2012 https://doi.org/10.1007/978-3-642-33709-3_41	book	January 2012
A review of assessing the accuracy of classifications of remotely sensed data Congalton, Russell G. Remote Sensing of Environment, Vol. 37, Issue 1 https://doi.org/10.1016/0034-4257(91)90048-B	journal	July 1991
Fuzzy modelling of vegetation from remotely sensed imagery Foody, G. M. Ecological Modelling, Vol. 85, Issue 1 https://doi.org/10.1016/0304-3800(95)00012-7	journal	February 1996
BPELPower—A BPEL execution engine for geospatial web services Yu, Genong (Eugene); Zhao, Peisheng; Di, Liping Computers & Geosciences, Vol. 47 https://doi.org/10.1016/j.cageo.2011.11.029	journal	October 2012
A k-mean clustering algorithm for mixed numeric and categorical data Ahmad, Amir; Dey, Lipika Data & Knowledge Engineering, Vol. 63, Issue 2 https://doi.org/10.1016/j.datak.2007.03.016	journal	November 2007
Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information Benz, Ursula C.; Hofmann, Peter; Willhauck, Gregor ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 58, Issue 3-4 https://doi.org/10.1016/j.isprsjprs.2003.10.002	journal	January 2004
Automatic recognition of man-made objects in high resolution optical remote sensing images by SVM classification of geometric image features Inglada, Jordi ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 62, Issue 3 https://doi.org/10.1016/j.isprsjprs.2007.05.011	journal	August 2007
Object based image analysis for remote sensing Blaschke, T. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 65, Issue 1 https://doi.org/10.1016/j.isprsjprs.2009.06.004	journal	January 2010
Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points Shao, Yang; Lunetta, Ross S. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 70 https://doi.org/10.1016/j.isprsjprs.2012.04.001	journal	June 2012
Enhanced and parameterless Locality Preserving Projections for face recognition Dornaika, Fadi; Assoum, Ammar Neurocomputing, Vol. 99 https://doi.org/10.1016/j.neucom.2012.07.016	journal	January 2013
AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization Farrahi Moghaddam, Reza; Cheriet, Mohamed Pattern Recognition, Vol. 45, Issue 6 https://doi.org/10.1016/j.patcog.2011.12.013	journal	June 2012
An Improved Parameter less Data Clustering Technique based on Maximum Distance of Data and Lioyd k-means Algorithm Mohd, Wan Maseri Binti Wan; Beg, A. H.; Herawan, Tutut Procedia Technology, Vol. 1 https://doi.org/10.1016/j.protcy.2012.02.076	journal	January 2012
Automatic extraction of shorelines from Landsat TM and ETM+ multi-temporal images with subpixel precision Pardo-Pascual, Josep E.; Almonacid-Caballer, Jaime; Ruiz, Luis A. Remote Sensing of Environment, Vol. 123 https://doi.org/10.1016/j.rse.2012.02.024	journal	August 2012
Efficient Global Optimization of Expensive Black-Box Functions Jones, Donald R.; Schonlau, Matthias; Welch, William J. Journal of Global Optimization, Vol. 13, Issue 4, p. 455-492 https://doi.org/10.1023/A:1008306431147	journal	January 1998
A survey of image classification methods and techniques for improving classification performance Lu, D.; Weng, Q. International Journal of Remote Sensing, Vol. 28, Issue 5 https://doi.org/10.1080/01431160600746456	journal	March 2007
A review of methods for automatic individual tree-crown detection and delineation from passive remote sensing Ke, Yinghai; Quackenbush, Lindi J. International Journal of Remote Sensing, Vol. 32, Issue 17 https://doi.org/10.1080/01431161.2010.494184	journal	June 2011
Strategies and best practice for neural network image classification Kanellopoulos, I.; Wilkinson, G. G. International Journal of Remote Sensing, Vol. 18, Issue 4 https://doi.org/10.1080/014311697218719	journal	March 1997
Support vector machine classification via parameterless robust linear programming Mangasarian, O. L. Optimization Methods and Software, Vol. 20, Issue 1 https://doi.org/10.1080/10556780410001715117	journal	February 2005
Gene selection in cancer classification using sparse logistic regression with Bayesian regularization Cawley, G. C.; Talbot, N. L. C. Bioinformatics, Vol. 22, Issue 19 https://doi.org/10.1093/bioinformatics/btl386	journal	July 2006
Mean shift: a robust approach toward feature space analysis Comaniciu, D.; Meer, P. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, Issue 5 https://doi.org/10.1109/34.1000236	journal	May 2002
Classification of multispectral remote sensing data using a back-propagation neural network Heermann, P. D.; Khazenie, N. IEEE Transactions on Geoscience and Remote Sensing, Vol. 30, Issue 1 https://doi.org/10.1109/36.124218	journal	January 1992
Multispectral classification of Landsat-images using neural networks Bischof, H.; Schneider, W.; Pinz, A. J. IEEE Transactions on Geoscience and Remote Sensing, Vol. 30, Issue 3 https://doi.org/10.1109/36.142926	journal	May 1992
Unsupervised marked point process model for boat extraction in harbors from high resolution optical remotely sensed images Craciun, Paula; Zerubia, Josiane 2013 20th IEEE International Conference on Image Processing (ICIP), 2013 IEEE International Conference on Image Processing https://doi.org/10.1109/ICIP.2013.6738849	conference	September 2013
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results Pesaresi, Martino; Huadong, Guo; Blaes, Xavier IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 6, Issue 5 https://doi.org/10.1109/JSTARS.2013.2271445	journal	October 2013
Automation of Customized and Near-Real-Time Vegetation Condition Index Generation Through Cyberinfrastructure-Based Geoprocessing Workflows Sun, Ziheng; Peng, Chunming; Deng, Meixia IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, Issue 11 https://doi.org/10.1109/JSTARS.2014.2377248	journal	November 2014
Automatic Target Detection in High-Resolution Remote Sensing Images Using Spatial Sparse Coding Bag-of-Words Model Sun, Hao; Sun, Xian; Wang, Hongqi IEEE Geoscience and Remote Sensing Letters, Vol. 9, Issue 1 https://doi.org/10.1109/LGRS.2011.2161569	journal	January 2012
Automatic spectral target recognition in hyperspectral imagery Ren, Hsuan; Chang, Chein-i IEEE Transactions on Aerospace and Electronic Systems, Vol. 39, Issue 4, p. 1232-1249 https://doi.org/10.1109/TAES.2003.1261124	journal	October 2003
Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data Benediktsson, J. A.; Swain, P. H.; Ersoy, O. K. IEEE Transactions on Geoscience and Remote Sensing, Vol. 28, Issue 4 https://doi.org/10.1109/TGRS.1990.572944	journal	July 1990
Automatic Car Counting Method for Unmanned Aerial Vehicle Images Moranduzzo, Thomas; Melgani, Farid IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, Issue 3 https://doi.org/10.1109/TGRS.2013.2253108	journal	March 2014
Regular Shape Similarity Index: A Novel Index for Accurate Extraction of Regular Objects From Remote Sensing Images Sun, Ziheng; Fang, Hui; Deng, Meixia IEEE Transactions on Geoscience and Remote Sensing, Vol. 53, Issue 7 https://doi.org/10.1109/TGRS.2014.2382566	journal	July 2015
An information fidelity criterion for image quality assessment using natural scene statistics Sheikh, H. R.; Bovik, A. C.; de Veciana, G. IEEE Transactions on Image Processing, Vol. 14, Issue 12 https://doi.org/10.1109/TIP.2005.859389	journal	December 2005
The Parameterless Self-Organizing Map Algorithm Berglund, E.; Sitte, J. IEEE Transactions on Neural Networks, Vol. 17, Issue 2 https://doi.org/10.1109/TNN.2006.871720	journal	March 2006
An efficient parameterless quadrilateral-based image segmentation method Chung, R. H. Y.; Yung, N. H. C.; Cheung, P. Y. S. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, Issue 9 https://doi.org/10.1109/TPAMI.2005.171	journal	September 2005
Cyberinfrastructure for e-Science Hey, T. Science, Vol. 308, Issue 5723 https://doi.org/10.1126/science.1110410	journal	May 2005
A Coefficient of Agreement for Nominal Scales Cohen, Jacob Educational and Psychological Measurement, Vol. 20, Issue 1 https://doi.org/10.1177/001316446002000104	journal	April 1960
Comparison of Segment and Pixel-based Non-parametric Land Cover Classification in the Brazilian Amazon Using Multitemporal Landsat TM/ETM+ Imagery Budreski, Katherine A.; Wynne, Randolph H.; Browder, John O. Photogrammetric Engineering & Remote Sensing, Vol. 73, Issue 7 https://doi.org/10.14358/PERS.73.7.813	journal	July 2007
A k-Nearest-Neighbour Classifier for Assessing Consumer Credit Risk Henley, W. E.; Hand, D. J. The Statistician, Vol. 45, Issue 1 https://doi.org/10.2307/2348414	journal	January 1996
Evaluation of Automatic Building Detection Approaches Combining High Resolution Images and LiDAR Data Hermosilla, Txomin; Ruiz, Luis A.; Recio, Jorge A. Remote Sensing, Vol. 3, Issue 6 https://doi.org/10.3390/rs3061188	journal	June 2011

Similar Records

Developing a web-based system for supervised classification of remote sensing images

Journal Article · 2016 · Geoinformatica · OSTI ID:1533342

Large-Scale Classification of Urban Structural Units From Remote Sensing Imagery

Journal Article · 2021 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · OSTI ID:1771897

Automatic generation of warehouse mediators using an ontology engine

Conference · 1998 · OSTI ID:305963

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

Citation Formats

References (40)

Similar Records

Related Subjects