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Volumn 6, Issue 8, 2014, Pages 7339-7359

Urban built-Up area extraction from landsat TM/ETM+ images using spectral information and multivariate texture

Author keywords

Landsat; Multivariate texture; OCSVM; Urban built up area

Indexed keywords

EXTRACTION; IMAGE PROCESSING; IMAGE SEGMENTATION; INFORMATION USE;

EID: 84997236602     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs6087339     Document Type: Article
Times cited : (86)

References (54)
  • 1
    • 0028172431 scopus 로고
    • Growth of continental-scale metro-agro-plexes, regional ozone pollution, and world food production
    • Chameides, W.L.; Kasibhatla, P.S.; Yienger, J.; Levy, H. Growth of continental-scale metro-agro-plexes, regional ozone pollution, and world food production. Science 1994, 264, 74-77.
    • (1994) Science , vol.264 , pp. 74-77
    • Chameides, W.L.1    Kasibhatla, P.S.2    Yienger, J.3    Levy, H.4
  • 2
    • 4143086066 scopus 로고    scopus 로고
    • Landsat urban mapping based on a combined spectral-spatial methodology
    • Guindon, B.; Zhang, Y.; Dillabaugh, C. Landsat urban mapping based on a combined spectral-spatial methodology. Remote Sens. Environ. 2004, 92, 218-232.
    • (2004) Remote Sens. Environ. , vol.92 , pp. 218-232
    • Guindon, B.1    Zhang, Y.2    Dillabaugh, C.3
  • 3
    • 13444288180 scopus 로고    scopus 로고
    • A global analysis of urban reflectance
    • Small, C. A global analysis of urban reflectance. Int. J. Remote Sens. 2005, 26, 661-681.
    • (2005) Int. J. Remote Sens. , vol.26 , pp. 661-681
    • Small, C.1
  • 5
    • 84855233791 scopus 로고    scopus 로고
    • Estimating urban impervious surfaces from Landsat-5 TM imagery using multilayer perceptron neural network and support vector machine
    • Sun, Z.; Guo, H.; Li, X.; Lu, L.; Du, X. Estimating urban impervious surfaces from Landsat-5 TM imagery using multilayer perceptron neural network and support vector machine. J. Appl. Remote Sens. 2011, doi:10.1117/1.3539767.
    • (2011) J. Appl. Remote Sens
    • Sun, Z.1    Guo, H.2    Li, X.3    Lu, L.4    Du, X.5
  • 6
    • 84864044765 scopus 로고    scopus 로고
    • Monitoring land cover change in urban and pen-urban areas using dense time stacks of Landsat satellite data and a data mining approach
    • Schneider, A. Monitoring land cover change in urban and pen-urban areas using dense time stacks of Landsat satellite data and a data mining approach. Remote Sens. Environ. 2012, 124, 689-704.
    • (2012) Remote Sens. Environ. , vol.124 , pp. 689-704
    • Schneider, A.1
  • 9
    • 32244436793 scopus 로고    scopus 로고
    • Estimation and vicarious validation of urban vegetation abundance by spectral mixture analysis
    • Small, C.; Lu, J.W.T. Estimation and vicarious validation of urban vegetation abundance by spectral mixture analysis. Remote Sens. Environ. 2006, 100, 441-456.
    • (2006) Remote Sens. Environ. , vol.100 , pp. 441-456
    • Small, C.1    Lu, J.W.T.2
  • 10
    • 0037429468 scopus 로고    scopus 로고
    • Use of normalized difference built-up index in automatically mapping urban areas from TM imagery
    • Zha, Y.; Gao, J.; Ni, S. Use of normalized difference built-up index in automatically mapping urban areas from TM imagery. Int. J. Remote Sens. 2003, 24, 583-594.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 583-594
    • Zha, Y.1    Gao, J.2    Ni, S.3
  • 11
    • 36749021061 scopus 로고    scopus 로고
    • Extraction of urban built-up land features from landsat imagery using a thematic-oriented index combination technique
    • Xu, H. Extraction of urban built-up land features from landsat imagery using a thematic-oriented index combination technique. Photogramm. Eng. Remote Sens. 2007, 73, 1381-1391.
    • (2007) Photogramm. Eng. Remote Sens. , vol.73 , pp. 1381-1391
    • Xu, H.1
  • 13
    • 46349084185 scopus 로고    scopus 로고
    • A new index for delineating built-up land features in satellite imagery
    • Xu, H. A new index for delineating built-up land features in satellite imagery. Int. J. Remote Sens. 2008, 29, 4269-4276.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 4269-4276
    • Xu, H.1
  • 14
    • 79953080040 scopus 로고    scopus 로고
    • Improved textural built-up presence index for automatic recognition of human settlements in arid regions with scattered vegetation
    • Pesaresi, M.; Gerhardinger, A. Improved textural built-up presence index for automatic recognition of human settlements in arid regions with scattered vegetation. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 2011, 4, 16-26.
    • (2011) IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. , vol.4 , pp. 16-26
    • Pesaresi, M.1    Gerhardinger, A.2
  • 15
    • 84867025669 scopus 로고    scopus 로고
    • BCI: A biophysical composition index for remote sensing of urban environments
    • Deng, C.; Wu, C. BCI: A biophysical composition index for remote sensing of urban environments. Remote Sens. Environ. 2012, 127, 247-259.
    • (2012) Remote Sens. Environ. , vol.127 , pp. 247-259
    • Deng, C.1    Wu, C.2
  • 16
    • 84855458471 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends
    • Weng, Q. Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends. Remote Sens. Environ. 2012, 117, 34-49.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 34-49
    • Weng, Q.1
  • 17
    • 0036326141 scopus 로고    scopus 로고
    • Urban built-up land change detection with road density and spectral information from multi-temporal Landsat TM data
    • Zhang, Q.; Wang, J.; Peng, X.; Gong, P.; Shi, P. Urban built-up land change detection with road density and spectral information from multi-temporal Landsat TM data. Int. J. Remote Sens. 2002, 23, 3057-3078.
    • (2002) Int. J. Remote Sens. , vol.23 , pp. 3057-3078
    • Zhang, Q.1    Wang, J.2    Peng, X.3    Gong, P.4    Shi, P.5
  • 18
    • 80053259916 scopus 로고    scopus 로고
    • Detecting land-use/land-cover change in rural-urban fringe areas using extended change-vector analysis
    • He, C.; Wei, A.; Shi, P.; Zhang, Q.; Zhao, Y. Detecting land-use/land-cover change in rural-urban fringe areas using extended change-vector analysis. Int. J. Appl. Earth Observ. Geoinf. 2011, 13, 572-585.
    • (2011) Int. J. Appl. Earth Observ. Geoinf. , vol.13 , pp. 572-585
    • He, C.1    Wei, A.2    Shi, P.3    Zhang, Q.4    Zhao, Y.5
  • 19
    • 84861740566 scopus 로고    scopus 로고
    • Long term land cover and seagrass mapping using Landsat and object-based image analysis from 1972 to 2010 in the coastal environment of South East Queensland, Australia
    • Lyons, M.B.; Phinn, S.R.; Roelfsema, C.M. Long term land cover and seagrass mapping using Landsat and object-based image analysis from 1972 to 2010 in the coastal environment of South East Queensland, Australia. ISPRS J. Photogramm. Remote Sens. 2012, 71, 34-46.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.71 , pp. 34-46
    • Lyons, M.B.1    Phinn, S.R.2    Roelfsema, C.M.3
  • 21
    • 17344387949 scopus 로고    scopus 로고
    • Computing geostatistical image texture for remotely sensed data classification
    • Chica-Olmo, M.; Abarca-Hernandez, F. Computing geostatistical image texture for remotely sensed data classification. Comput. Geosci. 2000, 26, 373-383.
    • (2000) Comput. Geosci. , vol.26 , pp. 373-383
    • Chica-Olmo, M.1    Abarca-Hernandez, F.2
  • 22
    • 33747873164 scopus 로고    scopus 로고
    • Land use and land cover mapping from diverse data sources for an arid urban environments
    • Wentz, E.A.; Stefanov, W.L.; Gries, C.; Hope, D. Land use and land cover mapping from diverse data sources for an arid urban environments. Comput. Environ. Urban Syst. 2006, 30, 320-346.
    • (2006) Comput. Environ. Urban Syst. , vol.30 , pp. 320-346
    • Wentz, E.A.1    Stefanov, W.L.2    Gries, C.3    Hope, D.4
  • 23
    • 81355161463 scopus 로고    scopus 로고
    • Settlement detection and impervious surface estimation in the Mekong delta using optical and SAR remote sensing data
    • Leinenkugel, P.; Esch, T.; Kuenzer, C. Settlement detection and impervious surface estimation in the Mekong delta using optical and SAR remote sensing data. Remote Sens. Environ. 2011, 115, 3007-3019.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 3007-3019
    • Leinenkugel, P.1    Esch, T.2    Kuenzer, C.3
  • 24
    • 84866942974 scopus 로고    scopus 로고
    • Landsat analysis of urban growth: How Tokyo became the world's largest megacity during the last 40 years
    • Bagan, H.; Yamagata, Y. Landsat analysis of urban growth: How Tokyo became the world's largest megacity during the last 40 years. Remote Sens. Environ. 2012, 127, 210-222.
    • (2012) Remote Sens. Environ. , vol.127 , pp. 210-222
    • Bagan, H.1    Yamagata, Y.2
  • 25
    • 84863229531 scopus 로고    scopus 로고
    • Improving Landsat ETM Plus urban area mapping via spatial and angular fusion with MISR multi-angle observations
    • Huang, B.; Zhang, H.; Yu, L. Improving Landsat ETM Plus urban area mapping via spatial and angular fusion with MISR multi-angle observations. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 2012, 5, 101-109.
    • (2012) IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. , vol.5 , pp. 101-109
    • Huang, B.1    Zhang, H.2    Yu, L.3
  • 26
    • 84855430126 scopus 로고    scopus 로고
    • Assessment of spectral, polarimetric, temporal, and spatial dimensions for urban and peri-urban land cover classification using Landsat and SAR data
    • Zhu, Z.; Woodcock, C.E.; Rogan, J.; Kellndorfer, J. Assessment of spectral, polarimetric, temporal, and spatial dimensions for urban and peri-urban land cover classification using Landsat and SAR data. Remote Sens. Environ. 2012, 117, 72-82.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 72-82
    • Zhu, Z.1    Woodcock, C.E.2    Rogan, J.3    Kellndorfer, J.4
  • 27
    • 84897766087 scopus 로고    scopus 로고
    • Detection of built-up area in optical and synthetic aperture radar images using conditional random fields
    • Kenduiywo, B.K.; Tolpekin, V.A.; Stein, A. Detection of built-up area in optical and synthetic aperture radar images using conditional random fields. J. Appl. Remote Sens. 2014, doi:10.1117/1.JRS.8.083672.
    • (2014) J. Appl. Remote Sens
    • Kenduiywo, B.K.1    Tolpekin, V.A.2    Stein, A.3
  • 28
    • 0034037879 scopus 로고    scopus 로고
    • A texture-based classification method for classifying built areas according to their density
    • Karathanassi, V.; Iossifidis, C.; Rokos, D. A texture-based classification method for classifying built areas according to their density. Int. J. Remote Sens. 2000, 21, 1807-1823.
    • (2000) Int. J. Remote Sens. , vol.21 , pp. 1807-1823
    • Karathanassi, V.1    Iossifidis, C.2    Rokos, D.3
  • 29
    • 0034881595 scopus 로고    scopus 로고
    • Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers
    • Stefanov, W.L.; Ramsey, M.S.; Christensen, P.R. Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers. Remote Sens. Environ. 2001, 77, 173-185.
    • (2001) Remote Sens. Environ. , vol.77 , pp. 173-185
    • Stefanov, W.L.1    Ramsey, M.S.2    Christensen, P.R.3
  • 30
    • 0141905889 scopus 로고    scopus 로고
    • Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands
    • Dekker, R.J. Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands. IEEE Trans. Geosci. Remote Sens. 2003, 41, 1950-1958.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 1950-1958
    • Dekker, R.J.1
  • 31
    • 61449150482 scopus 로고    scopus 로고
    • Multivariate image texture by multivariate variogram for multispectral image classification
    • Li, P.; Cheng, T.; Guo, J. Multivariate image texture by multivariate variogram for multispectral image classification. Photogramm. Eng. Remote Sens. 2009, 75, 147-157.
    • (2009) Photogramm. Eng. Remote Sens. , vol.75 , pp. 147-157
    • Li, P.1    Cheng, T.2    Guo, J.3
  • 32
    • 77954359104 scopus 로고    scopus 로고
    • Lithologic mapping using ASTER imagery and multivariate texture
    • Li, P.; Yu, H.; Cheng, T. Lithologic mapping using ASTER imagery and multivariate texture. Can. J. Remote Sens. 2009, 35, S117-S125.
    • (2009) Can. J. Remote Sens. , vol.35 , pp. S117-S125
    • Li, P.1    Yu, H.2    Cheng, T.3
  • 33
    • 77954839347 scopus 로고    scopus 로고
    • Urban building damage detection from very high resolution imagery using OCSVM and spatial features
    • Li, P.; Xu, H.; Guo, J. Urban building damage detection from very high resolution imagery using OCSVM and spatial features. Int. J. Remote Sens. 2010, 31, 3393-3409.
    • (2010) Int. J. Remote Sens. , vol.31 , pp. 3393-3409
    • Li, P.1    Xu, H.2    Guo, J.3
  • 34
    • 80053964536 scopus 로고    scopus 로고
    • A novel method for urban road damage detection using very high resolution satellite imagery and road map
    • Li, P.; Xu, H.; Song, B. A novel method for urban road damage detection using very high resolution satellite imagery and road map. Photogramm. Eng. Remote Sens. 2011, 77, 1057-1066.
    • (2011) Photogramm. Eng. Remote Sens. , vol.77 , pp. 1057-1066
    • Li, P.1    Xu, H.2    Song, B.3
  • 35
    • 0032793730 scopus 로고    scopus 로고
    • Deforestation in north-central Yucatan (1985-1995): Mapping secondary succession of forest and agricultural land use in sotuta using the cosine of the angle concept
    • Sohn, Y.S.; Moran, E.; Gurri, F. Deforestation in north-central Yucatan (1985-1995): Mapping secondary succession of forest and agricultural land use in sotuta using the cosine of the angle concept. Photogramm. Eng. Remote Sens. 1999, 65, 947-958.
    • (1999) Photogramm. Eng. Remote Sens. , vol.65 , pp. 947-958
    • Sohn, Y.S.1    Moran, E.2    Gurri, F.3
  • 36
    • 0027641548 scopus 로고
    • Cloud-shadow suppression technique for enhancement of airborne thematic mapper imagery
    • Guo, L.J.; Moore, J.M. Cloud-shadow suppression technique for enhancement of airborne thematic mapper imagery. Photogramm. Eng. Remote Sens. 1993, 59, 1287-1291.
    • (1993) Photogramm. Eng. Remote Sens. , vol.59 , pp. 1287-1291
    • Guo, L.J.1    Moore, J.M.2
  • 38
    • 80052461389 scopus 로고    scopus 로고
    • Land cover classification in a complex urban-rural landscape with Quickbird imagery
    • Lu, D.; Hetrick, S.; Moran, E. Land cover classification in a complex urban-rural landscape with Quickbird imagery. Photogramm. Eng. Remote Sens. 2010, 76, 1159-1168.
    • (2010) Photogramm. Eng. Remote Sens. , vol.76 , pp. 1159-1168
    • Lu, D.1    Hetrick, S.2    Moran, E.3
  • 39
    • 0025573205 scopus 로고
    • Hyperspherical direction cosine transformation for separation of spectral and illumination information in digital scanner data
    • Pouch, G.W.; Campagna, D.J. Hyperspherical direction cosine transformation for separation of spectral and illumination information in digital scanner data. Photogramm. Eng. Remote Sens. 1990, 56, 475-479.
    • (1990) Photogramm. Eng. Remote Sens. , vol.56 , pp. 475-479
    • Pouch, G.W.1    Campagna, D.J.2
  • 40
    • 0026277944 scopus 로고
    • Multivariable variogram and its application to the linear-model of coregionalization
    • Bourgault, G.; Marcotte, D. Multivariable variogram and its application to the linear-model of coregionalization. Math. Geol. 1991, 23, 899-928.
    • (1991) Math. Geol. , vol.23 , pp. 899-928
    • Bourgault, G.1    Marcotte, D.2
  • 41
    • 0024855529 scopus 로고
    • Analysis of the structure of radiometric remotely-sensed images
    • Ramstein, G.; Raffy, M. Analysis of the structure of radiometric remotely-sensed images. Int. J. Remote Sens. 1989, 10, 1049-1073.
    • (1989) Int. J. Remote Sens. , vol.10 , pp. 1049-1073
    • Ramstein, G.1    Raffy, M.2
  • 42
    • 84864282121 scopus 로고    scopus 로고
    • Evaluating classification techniques for mapping vertical geology using field-based hyperspectral sensors
    • Murphy, R.J.; Monteiro, S.T.; Schneider, S. Evaluating classification techniques for mapping vertical geology using field-based hyperspectral sensors. IEEE Trans. Geosci. Remote Sens. 2012, 50, 3066-3080.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , pp. 3066-3080
    • Murphy, R.J.1    Monteiro, S.T.2    Schneider, S.3
  • 43
    • 0030184109 scopus 로고    scopus 로고
    • Geostatistical description of texture on an aerial photograph for discriminating classes of land cover
    • Lark, R.M. Geostatistical description of texture on an aerial photograph for discriminating classes of land cover. Int. J. Remote Sens. 1996, 17, 2115-2133.
    • (1996) Int. J. Remote Sens. , vol.17 , pp. 2115-2133
    • Lark, R.M.1
  • 46
    • 84957038175 scopus 로고    scopus 로고
    • Combining one-class classifiers
    • Springer-Berlin: Heidelberg, Germany
    • Tax, D.M.; Duin, R.P. Combining one-class classifiers. In Multiple Classifier Systems; Springer-Berlin: Heidelberg, Germany, 2001; pp. 299-308.
    • (2001) In Multiple Classifier Systems , pp. 299-308
    • Tax, D.M.1    Duin, R.P.2
  • 47
    • 33947711252 scopus 로고    scopus 로고
    • One-class classification for mapping a specific land-cover class: SVDD classification of fenland
    • Sanchez-Hernandez, C.; Boyd, D.S.; Foody, G.M. One-class classification for mapping a specific land-cover class: SVDD classification of fenland. IEEE Trans. Geosci. Remote Sens. 2007, 45, 1061-1073.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , pp. 1061-1073
    • Sanchez-Hernandez, C.1    Boyd, D.S.2    Foody, G.M.3
  • 48
    • 9644281091 scopus 로고    scopus 로고
    • Support vector machines for predicting distribution of Sudden Oak Death in California
    • Guo, Q.; Kelly, M.; Graham, C.H. Support vector machines for predicting distribution of Sudden Oak Death in California. Ecol. Modell. 2005, 182, 75-90.
    • (2005) Ecol. Modell. , vol.182 , pp. 75-90
    • Guo, Q.1    Kelly, M.2    Graham, C.H.3
  • 49
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ. 1991, 37, 35-46.
    • (1991) Remote Sens. Environ. , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 50
    • 0033586922 scopus 로고    scopus 로고
    • Quality assessment of image classification algorithms for land-cover mapping: A review and a proposal for a cost-based approach
    • Smits, P.C.; Dellepiane, S.G.; Schowengerdt, R.A. Quality assessment of image classification algorithms for land-cover mapping: A review and a proposal for a cost-based approach. Int. J. Remote Sens. 1999, 20, 1461-1486.
    • (1999) Int. J. Remote Sens. , vol.20 , pp. 1461-1486
    • Smits, P.C.1    Dellepiane, S.G.2    Schowengerdt, R.A.3
  • 51
    • 3042661357 scopus 로고    scopus 로고
    • Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy
    • Foody, G.M. Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy. Photogramm. Eng. Remote Sens. 2004, 70, 627-633.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , pp. 627-633
    • Foody, G.M.1
  • 52
    • 0035141621 scopus 로고    scopus 로고
    • Classification and change detection using Landsat TM data: When and how to correct atmospheric effects? Remote Sens
    • Song, C.; Woodcock, C.E.; Seto, K.C.; Lenney, M.P.; Macomber, S.A. Classification and change detection using Landsat TM data: When and how to correct atmospheric effects? Remote Sens. Environ. 2001, 75, 230-244.
    • (2001) Environ. , vol.75 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Lenney, M.P.4    Macomber, S.A.5
  • 53
    • 0025455577 scopus 로고
    • Evaluation of the gray-level cooccurrence matrix-method for land-cover classification using SPOT imagery
    • Marceau, D.J.; Howarth, P.J.; Dubois, J.M.M.; Gratton, D.J. Evaluation of the gray-level cooccurrence matrix-method for land-cover classification using SPOT imagery. IEEE Trans. Geosci. Remote Sens. 1990, 28, 513-519.
    • (1990) IEEE Trans. Geosci. Remote Sens. , vol.28 , pp. 513-519
    • Marceau, D.J.1    Howarth, P.J.2    Dubois, J.M.M.3    Gratton, D.J.4
  • 54
    • 0037384819 scopus 로고    scopus 로고
    • Comparing texture analysis methods through classification
    • Maillard, P. Comparing texture analysis methods through classification. Photogramm. Eng. Remote Sens. 2003, 69, 357-367.
    • (2003) Photogramm. Eng. Remote Sens. , vol.69 , pp. 357-367
    • Maillard, P.1


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