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Volumn 32, Issue 10, 2011, Pages 2825-2850

Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: Scale, texture and image objects

Author keywords

[No Author keywords available]

Indexed keywords

AERIAL PHOTOGRAPHY; ANTENNAS; WETLANDS;

EID: 79957608758     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161003745608     Document Type: Article
Times cited : (160)

References (54)
  • 1
    • 34547600503 scopus 로고    scopus 로고
    • The importance of scale in object-based mapping of vegetation parameters with hyperspectral imagery
    • ADDINK, E.A., DE JONG, S.M. and PEBESMA, E.J., 2007, The importance of scale in object-based mapping of vegetation parameters with hyperspectral imagery. Photogrammetric Engineering and Remote Sensing, 72, pp. 905-912.
    • (2007) Photogrammetric Engineering and Remote Sensing , vol.72 , pp. 905-912
    • Addink, E.A.1    de Jong, S.M.2    Pebesma, E.J.3
  • 2
    • 79957585450 scopus 로고    scopus 로고
    • Final Report to the Coastal Management Program of the Georgia Department of Natural Resources, Grant Award Number NA06NOS4190253, Geographic Information Systems Laboratory, Marine Extension Service, The University of Georgia, Athens, Georgia, USA
    • ATKINSON, D.S. and JOHNSON, T., 2008, Testing Automated Feature Extraction and Mapping Marsh Dieback of the Georgia Coast. Final Report to the Coastal Management Program of the Georgia Department of Natural Resources, Grant Award Number NA06NOS4190253, Geographic Information Systems Laboratory, Marine Extension Service, The University of Georgia, Athens, Georgia, USA.
    • (2008) Testing Automated Feature Extraction and Mapping Marsh Dieback of the Georgia Coast
    • Atkinson, D.S.1    Johnson, T.2
  • 3
    • 38349043883 scopus 로고    scopus 로고
    • Change detection mapping and analysis of salt marsh areas of southern England from Hurst Castle Spit to Pagham harbour
    • BAILY, B. and PEARSON, A.W., 2007, Change detection mapping and analysis of salt marsh areas of southern England from Hurst Castle Spit to Pagham harbour. Journal of Coastal Research, 23, pp. 1549-1564.
    • (2007) Journal of Coastal Research , vol.23 , pp. 1549-1564
    • Baily, B.1    Pearson, A.W.2
  • 6
    • 0035382401 scopus 로고    scopus 로고
    • What's wrong with pixels? Some recent developments interfacing remote sensing and GIS
    • BLASCHKE, T. and STROBL, J., 2001, What's wrong with pixels? Some recent developments interfacing remote sensing and GIS. GIS - Zeitschrift fur Geoinformationssysteme, 6, pp. 12-17.
    • (2001) GIS - Zeitschrift Fur Geoinformationssysteme , vol.6 , pp. 12-17
    • Blaschke, T.1    Strobl, J.2
  • 7
    • 68649117475 scopus 로고    scopus 로고
    • High resolution remote sensing
    • G. Shao and K.M. Reynolds (Eds.), Dordrecht: Springer-Verlag
    • BRANDTBERG, T. and WARNER, T., 2006, High resolution remote sensing. In Computer Applications in Sustainable Forest Management, G. Shao and K.M. Reynolds (Eds.), pp. 19-41 (Dordrecht: Springer-Verlag).
    • (2006) Computer Applications in Sustainable Forest Management , pp. 19-41
    • Brandtberg, T.1    Warner, T.2
  • 8
    • 0142003038 scopus 로고    scopus 로고
    • A multi-scale segmentation/object relationship modelling methodology for landscape analysis
    • BURNETT, C. and BLASCHKE, T., 2003, A multi-scale segmentation/object relationship modelling methodology for landscape analysis. Ecological Modelling, 168, pp. 233-249.
    • (2003) Ecological Modelling , vol.168 , pp. 233-249
    • Burnett, C.1    Blaschke, T.2
  • 10
    • 41549105860 scopus 로고    scopus 로고
    • Size-constrained region merging (SCRM): An automated delineation tool for assisted photointerpretation
    • CASTILLA, G., HAY, G.J. and RUIZ-GALLARDO, J.R., 2008, Size-constrained region merging (SCRM): an automated delineation tool for assisted photointerpretation. Photogrammetric Engineering and Remote Sensing, 74, pp. 409-419.
    • (2008) Photogrammetric Engineering and Remote Sensing , vol.74 , pp. 409-419
    • Castilla, G.1    Hay, G.J.2    Ruiz-Gallardo, J.R.3
  • 11
    • 0037457147 scopus 로고    scopus 로고
    • Texture classification of logged forests in tropical Africa using machine-learning algorithms
    • CHAN, J.C., LAPORTE, N. and DEFRIES, R.S., 2003, Texture classification of logged forests in tropical Africa using machine-learning algorithms. International Journal of Remote Sensing, 24, pp. 1401-1407.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 1401-1407
    • Chan, J.C.1    Laporte, N.2    Defries, R.S.3
  • 12
    • 0036688601 scopus 로고    scopus 로고
    • Wavelet-based rotational invariant roughness features for texture classification and segmentation
    • CHARALAMPIDIS, D. and KASPARIS, T., 2002, Wavelet-based rotational invariant roughness features for texture classification and segmentation. IEEE Transactions on Image Processing, 11, pp. 825-837.
    • (2002) IEEE Transactions on Image Processing , vol.11 , pp. 825-837
    • Charalampidis, D.1    Kasparis, T.2
  • 13
    • 0024901547 scopus 로고
    • Cloud field classification based upon high spatial resolution textural features. II: Simplified vector approach
    • CHEN, D.W., SENGUPTA, S.K. and WELCH, R.M., 1989, Cloud field classification based upon high spatial resolution textural features. II: Simplified vector approach. Journal of Geophysical Research, 94, pp. 14749-14765.
    • (1989) Journal of Geophysical Research , vol.94 , pp. 14749-14765
    • Chen, D.W.1    Sengupta, S.K.2    Welch, R.M.3
  • 14
    • 6344256790 scopus 로고    scopus 로고
    • A multi-scale texture analysis procedure for improved forest stand classification
    • COBURN, C.A. and ROBERTS, A.C.B, 2004, A multi-scale texture analysis procedure for improved forest stand classification. International Journal of Remote Sensing, 25, pp. 4287-4308.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 4287-4308
    • Coburn, C.A.1    Roberts, A.C.B.2
  • 17
    • 0043196816 scopus 로고    scopus 로고
    • Improved Landsat-based forest mapping in steep mountainous terrain using object-based classification
    • DORREN, L.K.A., MAIER, B. and SEIJMONSBERGEN, A.C., 2003, Improved Landsat-based forest mapping in steep mountainous terrain using object-based classification. Forest Ecology and Management, 183, pp. 31-46.
    • (2003) Forest Ecology and Management , vol.183 , pp. 31-46
    • Dorren, L.K.A.1    Maier, B.2    Seijmonsbergen, A.C.3
  • 18
    • 33750482956 scopus 로고    scopus 로고
    • Automated classification of landform elements using object-based image analysis
    • DRAGUT, L., and BLASCHKE, T., 2006, Automated classification of landform elements using object-based image analysis. Geomorphology, 81, pp. 330-344.
    • (2006) Geomorphology , vol.81 , pp. 330-344
    • Dragut, L.1    Blaschke, T.2
  • 20
    • 0034951714 scopus 로고    scopus 로고
    • Using spatial co-occurrence texture to increase forest structure and species composition classification accuracy
    • FRANKLIN, S.E., MAUDIE, A.J. and LAVIGNE, M.B., 2001, Using spatial co-occurrence texture to increase forest structure and species composition classification accuracy. Photogrammetric Engineering and Remote Sensing, 67, pp. 849-855.
    • (2001) Photogrammetric Engineering and Remote Sensing , vol.67 , pp. 849-855
    • Franklin, S.E.1    Maudie, A.J.2    Lavigne, M.B.3
  • 22
    • 0027007572 scopus 로고
    • Evaluation of measurement errors in ground surface reflectance for satellite calibratio
    • GU, X.F., GUYOT, G. and VERBRUGGHE, M., 1992, Evaluation of measurement errors in ground surface reflectance for satellite calibration. International Journal of Remote Sensing, 13, pp. 2531-2546.
    • (1992) International Journal of Remote Sensin , vol.1 , pp. 2531-2546
    • Gu, X.F.1    Guyo, G.2    Verbruggh, M.3
  • 23
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • HARALICK, R.M., 1979, Statistical and structural approaches to texture. Proceedings of the IEEE, 67, pp. 786-804.
    • (1979) Proceedings of the IEEE , vol.67 , pp. 786-804
    • Haralick, R.M.1
  • 24
    • 0015984940 scopus 로고
    • Combined spectral and spatial processing of ERTS imagery data
    • HARALICK, R.M. and SHANMUGAM, K.S., 1974. Combined spectral and spatial processing of ERTS imagery data. Remote Sensing of Environment, 3, pp. 3-13.
    • (1974) Remote Sensing of Environment , vol.3 , pp. 3-13
    • Haralick, R.M.1    Shanmugam, K.S.2
  • 25
    • 28544451754 scopus 로고    scopus 로고
    • Multi-scale object-specific analysis (MOSA): An integrative approach for multi-scale landscape analysis
    • S.M. de Jong and F.D. van der Meer (Eds.), Dordrecht: Kluwer
    • HAY, G.J. and MARCEAU, D.J., 2004, Multi-scale object-specific analysis (MOSA): an integrative approach for multi-scale landscape analysis. In Remote Sensing and Digital Image Analysis, S.M. de Jong and F.D. van der Meer (Eds.), pp. 71-92 (Dordrecht: Kluwer).
    • (2004) Remote Sensing and Digital Image Analysis , pp. 71-92
    • Hay, G.J.1    Marceau, D.J.2
  • 26
    • 0029750405 scopus 로고    scopus 로고
    • An object-specific image-texture analysis of H-resolution forest imagery
    • HAY, G.J., NIEMANN, K.O. and MCLEAN, G.F., 1996, An object-specific image-texture analysis of H-resolution forest imagery. Remote Sensing of Environment, 55, pp. 108-122.
    • (1996) Remote Sensing of Environment , vol.55 , pp. 108-122
    • Hay, G.J.1    Niemann, K.O.2    McLean, G.F.3
  • 28
    • 79957586682 scopus 로고    scopus 로고
    • GEOBIA building extraction of Mae La refugee camp, Thailand: Step-wise multi-scale feature classification approach
    • in press, M. Madden and E. Allen (Eds) (New York: Springer-Verlag)
    • KIM, M., HOLT, J.B., KU, C.Y. and MADDEN, M., in press, GEOBIA building extraction of Mae La refugee camp, Thailand: step-wise multi-scale feature classification approach. In Landscape Analysis using Geospatial Tools: Community to the Globe, M. Madden and E. Allen (Eds) (New York: Springer-Verlag).
    • Landscape Analysis Using Geospatial Tools: Community to The Globe
    • Kim, M.1    Holt, J.B.2    Ku, C.Y.3    Madden, M.4
  • 29
    • 84979944094 scopus 로고    scopus 로고
    • Estimation of optimal image object size for the segmentation of forest stands with multispectral IKONOS imagery
    • Spatial Concepts for Knowledge-Driven Remote Sensing Applications, T. Blaschke, S. Lang and G.J. Hay (Eds.), Berlin: Springer-Verlag
    • KIM, M., MADDEN, M. and WARNER. T., 2008, Estimation of optimal image object size for the segmentation of forest stands with multispectral IKONOS imagery. In Object-Based Image Analysis: Spatial Concepts for Knowledge-Driven Remote Sensing Applications, T. Blaschke, S. Lang and G.J. Hay (Eds.), pp. 291-307 (Berlin: Springer-Verlag).
    • (2008) Object-Based Image Analysis , pp. 291-307
    • Kim, M.1    Madden, M.2    Warner, T.3
  • 30
    • 68649112896 scopus 로고    scopus 로고
    • Forest type mapping using object-specific texture measures from multispectral IKONOS imagery: Segmentation quality and image classification issues
    • KIM, M., MADDEN, M. and WARNER, T., 2009, Forest type mapping using object-specific texture measures from multispectral IKONOS imagery: segmentation quality and image classification issues. Photogrammetric Engineering and Remote Sensing, 75, pp. 819-830.
    • (2009) Photogrammetric Engineering and Remote Sensing , vol.75 , pp. 819-830
    • Kim, M.1    Madden, M.2    Warner, T.3
  • 31
    • 77649138136 scopus 로고    scopus 로고
    • GEOBIA vegetation mapping in Great Smoky Mountains National Park with spectral and non-spectral ancillary information
    • KIM, M., MADDEN, M. and XU, B., 2010, GEOBIA vegetation mapping in Great Smoky Mountains National Park with spectral and non-spectral ancillary information. Photogrammetric Engineering and Remote Sensing, 76, pp. 137-149.
    • (2010) Photogrammetric Engineering and Remote Sensing , vol.76 , pp. 137-149
    • Kim, M.1    Madden, M.2    Xu, B.3
  • 32
    • 79957616093 scopus 로고    scopus 로고
    • LEICA GEOSYSTEMS, Available online at, (accessed 22 August 2008)
    • LEICA GEOSYSTEMS, 2002, ADS40 Airborne Digital Sensor. Leica Geosystems. Available online at: http://gi.leica-geosystems.com/documents/pdf/ads40_brochure.pdf (accessed 22 August 2008).
    • (2002) ADS40 Airborne Digital Sensor. Leica Geosystems
  • 33
    • 30144436036 scopus 로고    scopus 로고
    • Adaptive scale fixing for multi-scale texture segmentation
    • LIANG, K. and TJAHJADI, T., 2006, Adaptive scale fixing for multi-scale texture segmentation. IEEE Transactions on Image Processing, 15, pp. 249-256.
    • (2006) IEEE Transactions on Image Processing , vol.15 , pp. 249-256
    • Liang, K.1    Tjahjadi, T.2
  • 34
    • 79957603135 scopus 로고    scopus 로고
    • The Case of the Dying Marsh Grass
    • The Case of the Dying Marsh Grass. Final Report to the Coastal Restoration Division of Louisiana Department of Natural Resources. In Partial Fulfillment of DNR Interagency Agreement Number 2512-05-12. Available online at: (accessed 10 November 2010)
    • LINDSTEDT, D.M. and SWENSON, E.M., 2006, The Case of the Dying Marsh Grass. Final Report to the Coastal Restoration Division of Louisiana Department of Natural Resources. In Partial Fulfillment of DNR Interagency Agreement Number 2512-05-12. Available online at: http://brownmarsh.com/data/III-6/bmIII-6_final.pdf (accessed 10 November 2010).
    • (2006)
    • Lindstedt, D.M.1    Swenson, E.M.2
  • 35
    • 0037455712 scopus 로고    scopus 로고
    • An experimental study on spectral discrimination capability of a backpropagation neural network classifier
    • LIU, X., SKIDMORE, A.K. and OOSTEN, H.V., 2003, An experimental study on spectral discrimination capability of a backpropagation neural network classifier. International Journal of Remote Sensing, 24, pp. 673-688.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 673-688
    • Liu, X.1    Skidmore, A.K.2    Oosten, H.V.3
  • 36
    • 33749180450 scopus 로고    scopus 로고
    • Image and texture segmentation using local spectral histograms
    • LIU, X. and WANG, D., 2006, Image and texture segmentation using local spectral histograms. IEEE Transactions on Image Processing, 15, pp. 3066-3077.
    • (2006) IEEE Transactions on Image Processing , vol.15 , pp. 3066-3077
    • Liu, X.1    Wang, D.2
  • 37
    • 33947591833 scopus 로고    scopus 로고
    • Survey of image classification methods and techniques for improving classification performance
    • LU, D. and WENG, Q., 2007, Survey of image classification methods and techniques for improving classification performance. International Journal of Remote Sensing, 28, pp. 823-870.
    • (2007) International Journal of Remote Sensing , vol.28 , pp. 823-870
    • Lu, D.1    Weng, Q.2
  • 40
    • 0028163123 scopus 로고
    • Remote sensing and the measure ments of geographical entities in a forest environment: 1. The scale and spatial aggrega tion problem
    • MARCEAU, D.J., HOWARTH, P.J. and GRATTON, D.J., 1994, Remote sensing and the measure ments of geographical entities in a forest environment: 1. The scale and spatial aggrega tion problem. Remote Sensing of Environment, 43, pp. 93-104.
    • (1994) Remote Sensing of Environment , vol.43 , pp. 93-104
    • Marceau, D.J.1    Howarth, P.J.2    Gratton, D.J.3
  • 42
    • 79957622688 scopus 로고    scopus 로고
    • Salt marsh dieback in Georgia: Field survey and transplant experiments
    • BS thesis, Duke University, Durham, NC, USA
    • OGBURN, M.B., 2001, Salt marsh dieback in Georgia: field survey and transplant experiments. BS thesis, Duke University, Durham, NC, USA.
    • (2001)
    • Ogburn, M.B.1
  • 43
    • 33745927146 scopus 로고    scopus 로고
    • An investigation of salt marsh dieback in Georgia using field transplants
    • OGBURN, M.B. and ALBER, M., 2006, An investigation of salt marsh dieback in Georgia using field transplants. Estuaries and Coasts, 29, pp. 54-62.
    • (2006) Estuaries and Coasts , vol.29 , pp. 54-62
    • Ogburn, M.B.1    Alber, M.2
  • 44
    • 20344389077 scopus 로고    scopus 로고
    • Leaf optical property changes associated with the occurrence of Spartina alterniflora dieback in coastal Louisiana related to remote sensing mapping
    • RAMSEY, E. and RANGOONWALA, A., 2005, Leaf optical property changes associated with the occurrence of Spartina alterniflora dieback in coastal Louisiana related to remote sensing mapping. Photogrammetric Engineering and Remote Sensing, 71, pp. 299-311.
    • (2005) Photogrammetric Engineering and Remote Sensing , vol.71 , pp. 299-311
    • Ramsey, E.1    Rangoonwala, A.2
  • 45
    • 0029731006 scopus 로고    scopus 로고
    • Combining spectral and texture data in the segmentation of remotely sensed images
    • RYHERD, S. and WOODCOCK, C., 1996, Combining spectral and texture data in the segmentation of remotely sensed images. Photogrammetric Engineering and Remote Sensing, 62, pp. 181-194.
    • (1996) Photogrammetric Engineering and Remote Sensing , vol.62 , pp. 181-194
    • Ryherd, S.1    Woodcock, C.2
  • 46
    • 0035382411 scopus 로고    scopus 로고
    • Potential and problems of multi-scale segmentation methods in remote sensing
    • SHIEWE, J., TUFTE, L. and EHLERS, E., 2001, Potential and problems of multi-scale segmentation methods in remote sensing. GIS - Zeitschrift fur Geoinformationssysteme, 6, pp. 34-39.
    • (2001) GIS - Zeitschrift Fur Geoinformationssysteme , vol.6 , pp. 34-39
    • Shiewe, J.1    Tufte, L.2    Ehlers, E.3
  • 49
    • 84867907702 scopus 로고    scopus 로고
    • Multi-scale functional mapping of tidal marsh vegetation using object-based image analysis
    • T. Blaschke, S. Lang and G.J. Hay (Eds.), Berlin: Springer-Verlag
    • TUXEN, K. and KELLY, M., 2008, Multi-scale functional mapping of tidal marsh vegetation using object-based image analysis. In Object-Based Image Analysis: Spatial Concepts for Knowledge-Driven Remote Sensing Applications, T. Blaschke, S. Lang and G.J. Hay (Eds.), pp. 415-442 (Berlin: Springer-Verlag).
    • (2008) Object-Based Image Analysis: Spatial Concepts For Knowledge-Driven Remote Sensing Applications , pp. 415-442
    • Tuxen, K.1    Kelly, M.2
  • 50
    • 2942752404 scopus 로고    scopus 로고
    • Comparison of IKONOS and QuickBird images for mapping mangrove species on the Caribbean coast of Panama
    • WANG, L., SOUSA, W.P., GONG, P. and BIGING, G.S., 2004a, Comparison of IKONOS and QuickBird images for mapping mangrove species on the Caribbean coast of Panama. Remote Sensing of Environment, 91, pp. 432-440.
    • (2004) Remote Sensing of Environment , vol.91 , pp. 432-440
    • Wang, L.1    Sousa, W.P.2    Gong, P.3    Biging, G.S.4
  • 51
    • 10844220846 scopus 로고    scopus 로고
    • Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery
    • WANG, L., SOUSA, W.P. and GONG, P., 2004b, Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery. International Journal of Remote Sensing, 25, pp. 5655-5668.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 5655-5668
    • Wang, L.1    Sousa, W.P.2    Gong, P.3
  • 52
    • 85148842166 scopus 로고    scopus 로고
    • Scale dependence of NDVI and its relationship to mountainous terrain
    • D.A. Quattrochi and M.F. Goodchild (Eds.), New York: CRC Press
    • WALSH, S.J., MOODY, A., ALLEN, T.R. and BROWN, D.G., 1997, Scale dependence of NDVI and its relationship to mountainous terrain. In Scale and Remote Sensing and GIS, D.A. Quattrochi and M.F. Goodchild (Eds.), pp. 27-55 (New York: CRC Press).
    • (1997) Scale and Remote Sensing and GIS , pp. 27-55
    • Walsh, S.J.1    Moody, A.2    Allen, T.R.3    Brown, D.G.4


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