Lsgensys - An Integrated System For Pattern Recognition And Summarisation
Autor: | Hema Nair |
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Jazyk: | angličtina |
Rok vydání: | 2008 |
Předmět: | |
DOI: | 10.5281/zenodo.1061803 |
Popis: | This paper presents a new system developed in Java® for pattern recognition and pattern summarisation in multi-band (RGB) satellite images. The system design is described in some detail. Results of testing the system to analyse and summarise patterns in SPOT MS images and LANDSAT images are also discussed. {"references":["L. Wojnar, Image Analysis-Applications in Materials Engineering, CRC\nPress, 1999.","S.T.Bow, Pattern recognition- Applications to large data-set problems,\nMarcel Dekker Inc, 1984.","M. Friedman, A. Kandel, Introduction to pattern recognition -\nStatistical, structural, neural and fuzzy logic approaches, World\nScientific, 1999.","The Mathworks, MATLAB- Image Processing Toolbox User-s Guide,\n1997.","Research Systems Inc, ENVI Version 3.0 User's Guide, 1997.","Industrial Profile-\"Definiens Imaging GmbH: Object Oriented\nClassification and Feature Detection\", IEEE Geoscience and Remote\nSensing Society Newsletter, September 2001.","\"Definiens Professional - Product Sheet\": http://www.definiens.com.","Partek pattern recognition technologies: http://www.partek.com/","PRTools pattern recognition toolbox in MATLAB:\nhttp://www.prtools.org\n[10] SPRLIB/ANNLIB Statistical Pattern Recognition and Artificial Neural\nNetwork Library: http://www.ph.tn.tudelft.nl/~sprlib\n[11] DIPimage Scientific Image Processing Toolbox for MATLAB:\nhttp://www.ph.tn.tudelft.nl/DIPlib\n[12] R.L. Kennedy, Y. Lee, B. V. Roy, C.D. Reed, R. P. Lippmann, Solving\ndata mining problems through pattern recognition, Prentice Hall, 1997.\n[13] D.M. Geary, Graphic Java, Sun Microsystems Press, Prentice Hall,\n1997.\n[14] H.M.Dietel, P.J. Dietel, Java - How to program (5thed.), Prentice Hall,\n2003.\n[15] L.H.Rodrigues, Building Imaging Applications with Java Technology,\nAddison-Wesley, 2001.\n[16] H. Nair, \"Developing linguistic summaries of patterns from mined\nimages\", In Proceedings of International Conference on Advances in\nPattern Recognition, pp. 261-267, 2003.\n[17] H. Nair, \"Linguistic summaries of image patterns\", In Applied\nComputational Intelligence, Ruan, D., D-hondt, P., De Cock, M.,\nNachtegael, M., Kerre, E.E. (Eds.), World Scientific, 246-249, 2004.\n[18] H. Nair, I. Chai, \"Linguistic description of patterns from mined images\"\nIn Proceedings of 6th International Conference on Enterprise\nInformation Systems, pp.77-83, 2004.\n[19] H. Nair, \"A system for interpretation and description of some patterns in\nimages\", International Journal of Computational Intelligence, 1(4), 368-\n373, 2004.\n[20] H.Nair, \"An intelligent tool for image analysis and pattern recognition\",\nInternational Journal of Signal Processing, 1(2), 118-129, 2004.\n[21] H.Nair, \"Development of summaries of certain patterns in multi-band\nsatellite images\", In Proceedings of 8th International Conference on\nEnterprise Information Systems, pp.278-284, 2006.\n[22] J.Kacprzyk, R.R.Yager, \"Linguistic summaries of data using fuzzy\nlogic\", International Journal of General Systems, 30(2), 133-154, 2001.\n[23] L.A. Zadeh, \"The concept of a linguistic variable and its application to\napproximate reasoning-1\", Information Sciences, 8, 199-249, 1975.\n[24] F. Buschmann, R. Meunier, H. Rohnert, P. Sommerlad, M. Stal, Patternoriented\nsoftware architecture - A System of Patterns, Vol 1, Wiley,\n2001.\n[25] E. Rich, K. Knight, Artificial Intelligence(2nd ed.), McGraw-Hill Inc,\n1991.\n[26] J. Kacprzyk, A. Ziolkowski, \"Database queries with fuzzy linguistic\nquantifiers\", IEEE Transactions on Systems, Man and Cybernetics, 474-\n479, 1986.\n[27] J.L.R. Filho, P.C. Treleaven, C. Alippi, \" Genetic Algorithm\nprogramming environments\", IEEE Computer, 28-43, 1994.\n[28] E.D. Goodman, An Introduction to Galopps-the Genetic Algorithm\nOptimized for Portability and Parallelism System (Release 3.2).\nTechnical Report No. 96-07-01: Genetic Algorithms Research and\nApplications Group, Michigan State University, 1996.\n[29] R.E. Smith, D.E.Goldberg, J. A. Earickson, SGA-C: A C-language\nimplementation of a Simple Genetic Algorithm. TCGA Report\nNo.91002: The Clearinghouse of Genetic Algorithms, University of\nAlabama, 1994.\n[30] P.M. Mather, Computer Processing of Remotely-Sensed images, Wiley,\n1999."]} |
Databáze: | OpenAIRE |
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