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Miscellany

A comparison of local variance, fractal dimension, and Moran's I as aids to multispectral image classification

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Pages 1575-1588 | Received 22 Sep 2003, Accepted 23 Sep 2004, Published online: 22 Feb 2007

References

References

  • Anderson JR Hardy EE Roach JT Witmer RE A land use and land cover classification system for use with remote sensor data. U.S. 1976 Geological Survey Professional Paper 964 Washington D.C. U.S. Government Printing Office
  • Atlanta Regional Commission (ARC) 2002 Atlanta Regional Information System (ARIS) Atlanta Georgia Atlanta Regional Commission
  • Batty M Longley PA 1994 Fractal Cities: A Geometry of Form and Function London Academic Press
  • Carr , JR and Miranda , FP . 1998 . The semivariogram in comparison to the co‐occurrence matrix for classification of image texture. . IEEE Transactions on Geoscience and Remote Sensing , 36 : 1945 – 1952 .
  • Chen , CC and Chen , CC . 1999 . Filtering methods for texture discrimination. . Pattern Recognition Letters , 20 : 783 – 790 .
  • Chen , YQ , Nixon , MS and Thomas , DW . 1997 . On texture classification. . International Journal of Systems Science , 18 : 763 – 783 .
  • Clarke , KC . 1986 . Computation of the fractal dimension of topographic surfaces using the triangular prism surface area method. . Computers and Geosciences , 12 : 713 – 722 .
  • Cliff AD Ord JK 1973 Spatial Autocorrelation London Pion Limited
  • Congalton RC Green K 1998 Assessing the Accuracy of Remotely Sensed Data: Principles and Practices Boca Raton FL Lewis Publishers
  • Goodchild MF 1980 Spatial Autocorrelation, Concepts and Techniques in Geography (CATMOG), Series No. 47 Norwich UK GeoBooks
  • Haralick RM Shanmugam K Dinstein I Textural features for image classification. 1973 IEEE Transactions on Systems, Man, and Cybernetics SMC‐3, pp. 610–621
  • Jaggi , S , Quattrochi , DA and Lam , NS‐N . 1993 . Implementation and operation of three fractal measurement algorithms for analysis of remote‐sensing data. . Computers and Geosciences , 19 : 745 – 767 .
  • Johnsson , K . 1994 . Segment‐based land‐use classification from SPOT satellite data. . Photogrammetric Engineering and Remote Sensing , 60 : 47 – 53 .
  • Karathanassi , V , Iossifidis , CH and Rokos , D . 2000 . A texture‐based classification method for classifying built areas according to their density. . International Journal of Remote Sensing , 21 : 1807 – 1823 .
  • Kolankiewicz L Beck R 2001 Weighing Sprawl Factors in Large U.S. Cities Arlington VA NumbersUSA
  • Lam , NS‐N , Qiu , HL , Quattrochi , DA and Emerson , CW . 2002 . An evaluation of fractal methods for characterizing image complexity. . Cartography and Geographic Information Science , 29 : 25 – 35 .
  • Lam , NS‐N , Quattrochi , DA , Qiu , H‐L and Zhao , W . 1998 . Environmental assessment and monitoring with image characterization and modeling system using multiscale remote sensing data. . Applied Geographic Studies , 2 : 77 – 93 .
  • Leica Geosystems ERDAS Imagine Version 8.6. Atlanta, Georgia, USA 2002
  • Mandelbrot BB 1983 The Fractal Geometry of Nature New York W.H. Freeman and Co.
  • Marceau , DJ , Howarth , PJ , Dubois , JM and Gratton , DJ . 1990 . Evaluation of the grey‐level co‐occurrence matrix method for land‐cover classsification using SPOT imagery. . IEEE Transactions on Geoscience and Remote Sensing , 28 : 513 – 518 .
  • Pentland , AP . 1984 . Fractal‐based description of natural scenes. . IEEE Transactions on Pattern Analysis and Machine Intelligence , 6 : 661 – 674 .
  • Quattrochi DA Lam NSN Qiu H Zhao W Image Characterization and Modeling System (ICAMS): A geographic information system for the characterization and modeling of multiscale remote sensing data. 1997 In: Scale in Remote Sensing and GIS Quattrochi D. A, Goodchild M. F, eds. 295 308 Boca Raton FL CRC Press
  • Sali , E and Wolfson , H . 1992 . Texture classification in aerial photographs and satellite data. . International Journal of Remote Sensing , 13 : 3395 – 3408 .
  • Woodcock , CE and Strahler , AH . 1987 . The factor of scale in remote sensing. . Remote Sensing of Environment , 21 : 311 – 322 .
  • Zhang , Y . 1999 . Optimisation of building detection in satellite images by combining multispectral classification and texture filtering. . ISPRS Journal of Photogrammetry and Remote Sensing , 54 : 50 – 60 .
  • Zhao W 2001 Multiscale analysis for characterization of remotely sensed images Ph.D. Dissertation, Louisiana State University, December 2001

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