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Volumn 5, Issue 4, 2012, Pages 1164-1176

Image based characterization of formal and informal neighborhoods in an urban landscape

Author keywords

Formal; high resolution; image features; informal; urban

Indexed keywords

FORMAL; HIGH RESOLUTION; IMAGE FEATURES; INFORMAL; URBAN;

EID: 84864741147     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2012.2190383     Document Type: Article
Times cited : (128)

References (63)
  • 1
    • 84864759720 scopus 로고    scopus 로고
    • United Nations Population Division, [Online]. Available:
    • United Nations Population Division, 2008 [Online]. Available: http://esa.un.org/unup.
    • (2008)
  • 2
    • 84864753888 scopus 로고    scopus 로고
    • UN-Habitat. United Nations Human Settlements Program, [Online]. Available:
    • UN-Habitat. United Nations Human Settlements Program, 2003 [Online]. Available: http://ww2.unhabitat.org/programmes/guo/statistics. asp
    • (2003)
  • 4
    • 70449451892 scopus 로고    scopus 로고
    • Integrative assessment of informal settlements using VHR remote sensing data-The Delhi case study
    • Sep.
    • S. Niebergall, A. Loew, and W. Mauser, "Integrative assessment of informal settlements using VHR remote sensing data-The Delhi case study," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 1, no. 3, pp. 193-205, Sep. 2008.
    • (2008) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.1 , Issue.3 , pp. 193-205
    • Niebergall, S.1    Loew, A.2    Mauser, W.3
  • 6
    • 34547689096 scopus 로고    scopus 로고
    • Use of IKONOS satellite data to identify informal settlements in Dehradun, India
    • DOI 10.1080/01431160600705122, PII 780978781
    • S. Jain, "Use of IKONOS satellite data to identify informal settlements in Dehradun, India," Int. J. Remote Sens., vol. 28, no. 15, pp. 3227-3233, 2007. (Pubitemid 47208983)
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.15 , pp. 3227-3233
    • Jain, S.1
  • 7
    • 33646478860 scopus 로고    scopus 로고
    • Use of impervious surface in urban land-use classification
    • D. Lu and Q. Weng, "Use of impervious surface in urban land-use classification," Remote Sens. Environ., vol. 102, no. 1-2, pp. 146-160, 2006.
    • (2006) Remote Sens. Environ. , vol.102 , Issue.1-2 , pp. 146-160
    • Lu, D.1    Weng, Q.2
  • 8
    • 67650258206 scopus 로고    scopus 로고
    • Extraction of urban impervious surfaces from an IKONOS image
    • D. Lu and Q. Weng, "Extraction of urban impervious surfaces from an IKONOS image," Int. J. Remote Sens., vol. 30, no. 5, pp. 1297-1311, 2009.
    • (2009) Int. J. Remote Sens. , vol.30 , Issue.5 , pp. 1297-1311
    • Lu, D.1    Weng, Q.2
  • 9
    • 78549257395 scopus 로고    scopus 로고
    • Spatial refinement of census population distribution using remotely sensed estimates of impervious surfaces in Haiti
    • Nov.
    • D. Azar, J. Graesser, R. Engstrom, J. Comenetz, R. M. Leddy, N. Schechtman, and T. Andrews, "Spatial refinement of census population distribution using remotely sensed estimates of impervious surfaces in Haiti," Int. J. Remote Sens., vol. 31, no. 21, pp. 5635-5655, Nov. 2010.
    • (2010) Int. J. Remote Sens. , vol.31 , Issue.21 , pp. 5635-5655
    • Azar, D.1    Graesser, J.2    Engstrom, R.3    Comenetz, J.4    Leddy, R.M.5    Schechtman, N.6    Andrews, T.7
  • 10
    • 35648929458 scopus 로고    scopus 로고
    • Mapping of settlements in high-resolution satellite imagery using high performance computing
    • DOI 10.1007/s10708-007-9101-0, The Geography of Global Population Dynamics
    • A. Cheriyadat, E. Bright, D. Potere, and B. Bhaduri, "Mapping of settlements in high-resolution satellite imagery using high performance computing," GeoJournal, vol. 69, pp. 119-129, 2007, 10.1007/s10708-007- 9101-0. (Pubitemid 350029074)
    • (2007) GeoJournal , vol.69 , Issue.1-2 , pp. 119-129
    • Cheriyadat, A.1    Bright, E.2    Potere, D.3    Bhaduri, B.4
  • 11
    • 85008058318 scopus 로고    scopus 로고
    • Monitoring urban structure types as spatial indicators with CIR aerial photographs for a more effective urban environmental management
    • Jun.
    • E. Banzhaf and R. Hofer, "Monitoring urban structure types as spatial indicators with CIR aerial photographs for a more effective urban environmental management," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS), vol. 1, no. 2, pp. 129-138, Jun. 2008.
    • (2008) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS) , vol.1 , Issue.2 , pp. 129-138
    • Banzhaf, E.1    Hofer, R.2
  • 13
    • 46249127021 scopus 로고    scopus 로고
    • Textural and local spatial statistics for the object-oriented classification of urban areas using high resolution imagery
    • DOI 10.1080/01431160701469016, PII 793231591
    • W. Su, J. Li, Y. Chen, Z. Liu, J. Zhang, T. M. Low, I. Suppiah, and S. A. M. Hashim, "Textural and local spatial statistics for the objectoriented classification of urban areas using high resolution imagery," Int. J. Remote Sens., vol. 29, no. 11, pp. 3105-3117, 2008. (Pubitemid 351911283)
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.11 , pp. 3105-3117
    • Su, W.1    Li, J.2    Chen, Y.3    Liu, Z.4    Zhang, J.5    Low, T.M.6    Suppiah, I.7    Hashim, S.A.M.8
  • 15
    • 63149103665 scopus 로고    scopus 로고
    • Semi-automatic building extraction utilizing Quickbird imagery
    • U. Stilla, F. Rottensteiner, and S. Hinz, Eds., Vienna, Austria
    • S. D. Mayunga, D. J. Coleman, and Y. Zhang, "Semi-automatic building extraction utilizing Quickbird imagery," in CMRT05, IAPRS, U. Stilla, F. Rottensteiner, and S. Hinz, Eds., Vienna, Austria, 2005.
    • (2005) CMRT05, IAPRS
    • Mayunga, S.D.1    Coleman, D.J.2    Zhang, Y.3
  • 16
    • 33750601075 scopus 로고    scopus 로고
    • Automated allocation of highly structured urban areas in homogeneous zones from remote sensing data by Savitzky-Golay filtering and curve sketching
    • DOI 10.1109/LGRS.2006.881090, 1715311
    • H. Taubenböck, M. Habermeyer, A. Roth, and S. Dech, "Automated allocation of highly structured urban areas in homogeneous zones from remote sensing data by Savitzky-Golay filtering and curve sketching," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 4, pp. 532-536, Oct. 2006. (Pubitemid 44679666)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.4 , pp. 532-536
    • Taubenbock, H.1    Habermeyer, M.2    Roth, A.3    Dech, S.4
  • 17
    • 70449410717 scopus 로고    scopus 로고
    • Spatial indexes for the extraction of formal and informal human settlements from high-resolution SAR images
    • Jun.
    • M. Stasolla and P. Gamba, "Spatial indexes for the extraction of formal and informal human settlements from high-resolution SAR images," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS), vol. 1, no. 2, pp. 98-106, Jun. 2008.
    • (2008) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS) , vol.1 , Issue.2 , pp. 98-106
    • Stasolla, M.1    Gamba, P.2
  • 18
    • 0142009648 scopus 로고    scopus 로고
    • Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
    • Sep.
    • J. A. Benediktsson, M. Pesaresi, and K. Arnason, "Classification and feature extraction for remote sensing images from urban areas based on morphological transformations," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 1940-1949, Sep. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.9 , pp. 1940-1949
    • Benediktsson, J.A.1    Pesaresi, M.2    Arnason, K.3
  • 19
    • 0035248508 scopus 로고    scopus 로고
    • Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
    • Feb.
    • M. Pesaresi and J. A. Benediktsson, "Classification and feature extraction for remote sensing images from urban areas based on morphological transformations," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 2, pp. 309-320, Feb. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , Issue.2 , pp. 309-320
    • Pesaresi, M.1    Benediktsson, J.A.2
  • 23
    • 79953080040 scopus 로고    scopus 로고
    • Improved textural built-up presence index for automatic recognition of human settlements in arid regions with scattered vegetation
    • Mar.
    • M. Pesaresi and A. Gerhardinger, "Improved textural built-up presence index for automatic recognition of human settlements in arid regions with scattered vegetation," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS), vol. 4, no. 1, pp. 16-26, Mar. 2011.
    • (2011) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS) , vol.4 , Issue.1 , pp. 16-26
    • Pesaresi, M.1    Gerhardinger, A.2
  • 26
    • 84864758422 scopus 로고    scopus 로고
    • Slums detection through lacunarity-based texture analysis of remote sensing images
    • M. B. Filho, "Slums detection through lacunarity-based texture analysis of remote sensing images," in Expert GroupMeeting on SlumMapping, 2008.
    • (2008) Expert GroupMeeting on SlumMapping
    • Filho, M.B.1
  • 29
    • 33750595673 scopus 로고    scopus 로고
    • Gradient-magnitude-based support regions in structural land use classification
    • DOI 10.1109/LGRS.2006.879560, 1715314
    • C. Unsalan, "Gradient-magnitude-based support regions in structural land use classification," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 4, pp. 546-550, Oct. 2006. (Pubitemid 44679669)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.4 , pp. 546-550
    • Unsalan, C.1
  • 30
    • 79960083416 scopus 로고    scopus 로고
    • Mapping form and function in urban areas: An approach based on urban metrics and continuous impervious surface data
    • T. Van de Voorde, W. Jacquet, and F. Canters, "Mapping form and function in urban areas: An approach based on urban metrics and continuous impervious surface data," Landscape and Urban Planning, vol. 102, pp. 143-155, 2011.
    • (2011) Landscape and Urban Planning , vol.102 , pp. 143-155
    • Van De Voorde, T.1    Jacquet, W.2    Canters, F.3
  • 31
    • 77955053586 scopus 로고    scopus 로고
    • Comparing landcover patterns in Tokyo, Kyoto, and Taipei using ALOS multispectral images
    • W.-C. Hung, Y.-C. Chen, and K.-S. Cheng, "Comparing landcover patterns in Tokyo, Kyoto, and Taipei using ALOS multispectral images," Landscape and Urban Planning, vol. 97, pp. 132-145, 2010.
    • (2010) Landscape and Urban Planning , vol.97 , pp. 132-145
    • Hung, W.-C.1    Chen, Y.-C.2    Cheng, K.-S.3
  • 34
    • 84864759723 scopus 로고    scopus 로고
    • United Nations Development [Online]. Available:
    • United Nations Development, 2011 [Online]. Available: http://www.un.org/en/development/index.shtml
    • (2011)
  • 35
    • 84864753892 scopus 로고    scopus 로고
    • United NationsAssistance Mission in Afghanistan, [Online]. Available:
    • United Nations Assistance Mission in Afghanistan, 2011 [Online]. Available: http://unama.unmissions.org
    • (2011)
  • 39
    • 2442612663 scopus 로고    scopus 로고
    • City profile: La Paz-El Alto
    • Feb.
    • J. A. Arbona and B. Kohl, "City profile: La Paz-El Alto," Cities, vol. 21, no. 3, pp. 255-265, Feb. 2004.
    • (2004) Cities , vol.21 , Issue.3 , pp. 255-265
    • Arbona, J.A.1    Kohl, B.2
  • 40
    • 84864758421 scopus 로고    scopus 로고
    • [Online]. Available:
    • "Citysphere. DigitalGlobe," 2011 [Online]. Available: http://www.digitalglobe. com/downloads/products/CitySphere-DS-CITY.pdf
    • (2011) Citysphere. DigitalGlobe
  • 42
    • 70350137221 scopus 로고    scopus 로고
    • Morphological image filtering for improvement of textural built-up index performances in case of presence of scattered vegetation in semi-desertic areas
    • May
    • M. Pesaresi and A. Gerhardinger, "Morphological image filtering for improvement of textural built-up index performances in case of presence of scattered vegetation in semi-desertic areas," in 2009 Joint Urban Remote Sensing Event, May 2009, pp. 1-8.
    • (2009) 2009 Joint Urban Remote Sensing Event , pp. 1-8
    • Pesaresi, M.1    Gerhardinger, A.2
  • 44
    • 33646590894 scopus 로고    scopus 로고
    • Discriminative random fields
    • DOI 10.1159/000093916
    • S. Kumar and M. Hebert, "Discriminative random fields," Int. J. Computer Vision, vol. 68, no. 2, pp. 179-201, 2006. (Pubitemid 43724245)
    • (2006) International Journal of Computer Vision , vol.68 , Issue.2 , pp. 179-201
    • Kumar, S.1    Hebert, M.2
  • 45
    • 0033731598 scopus 로고    scopus 로고
    • Test of a new lacunarity estimation method for image texture analysis
    • P. Dong, "Test of a new lacunarity estimation method for image texture analysis," Int. J. Remote Sens., vol. 21, no. 17, pp. 3369-3373, 2000.
    • (2000) Int. J. Remote Sens. , vol.21 , Issue.17 , pp. 3369-3373
    • Dong, P.1
  • 46
    • 0000835856 scopus 로고
    • Lacunarity indices as measures of landscape texture
    • R. Plotnick, R. Gardner, and R. O'Neill, "Lacunarity indices as measures of landscape texture," Landscape Ecology, vol. 8, no. 3, pp. 201-211, 1993.
    • (1993) Landscape Ecology , vol.8 , Issue.3 , pp. 201-211
    • Plotnick, R.1    Gardner, R.2    O'Neill, R.3
  • 49
    • 80051868302 scopus 로고    scopus 로고
    • Applicability of green-red vegetation index for remote sensing of vegetation phenology
    • T. Motohka, K. N. Nasahara, H. Oguma, and S. Tsuchida, "Applicability of green-red vegetation index for remote sensing of vegetation phenology," Remote Sens., vol. 2, pp. 2369-2387, 2010.
    • (2010) Remote Sens. , vol.2 , pp. 2369-2387
    • Motohka, T.1    Nasahara, K.N.2    Oguma, H.3    Tsuchida, S.4
  • 50
    • 84864740507 scopus 로고    scopus 로고
    • Estimation of leaf chlorophyll concentration in winter wheat [triticum aestivum] before maturing stage by a newly developed vegetation index-rbNDVI
    • S. Tanaka, S. Goto, M. Maki, T. Akiyama, Y. Muramoto, and K. Yoshida, "Estimation of leaf chlorophyll concentration in winter wheat [triticum aestivum] before maturing stage by a newly developed vegetation index-rbNDVI," J. Jpn. Agricult. Syst. Soc., vol. 23, no. 4, pp. 297-303, 2007.
    • (2007) J. Jpn. Agricult. Syst. Soc. , vol.23 , Issue.4 , pp. 297-303
    • Tanaka, S.1    Goto, S.2    Maki, M.3    Akiyama, T.4    Muramoto, Y.5    Yoshida, K.6
  • 51
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale-invariant features
    • Corfu, Greece
    • D. G. Lowe, "Object recognition from local scale-invariant features," in Proc. Int. Conf. Computer Vision, Corfu, Greece, 1999.
    • (1999) Proc. Int. Conf. Computer Vision
    • Lowe, D.G.1
  • 53
    • 2442551160 scopus 로고    scopus 로고
    • Classifying land development in highresolution panchromatic satellite images using straight-line statistics
    • C. Unsalan and K. L. Boyer, "Classifying land development in highresolution panchromatic satellite images using straight-line statistics," IEEE Trans. Geosci. Remote Sens., vol. 42, pp. 907-919, 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , pp. 907-919
    • Unsalan, C.1    Boyer, K.L.2
  • 54
    • 33748603166 scopus 로고    scopus 로고
    • Urban textural analysis from remote sensor data: Lacunarity measurements based on the differential box counting method
    • DOI 10.1111/j.1538-4632.2006.00691.x
    • S. W. Myint, V. Mesev, and N. Lam, "Urban textural analysis from remote sensor data: Lacunarity measurements based on the differential box counting method," Geographical Analysis, vol. 38, no. 4, pp. 371-390, 2006. (Pubitemid 44377885)
    • (2006) Geographical Analysis , vol.38 , Issue.4 , pp. 371-390
    • Myint, S.W.1    Mesev, V.2    Lam, N.3
  • 55
    • 63149095448 scopus 로고    scopus 로고
    • Urban-area and building detection using SIFT keypoints and graph theory
    • B. Sirmacek and C. Unsalan, "Urban-area and building detection using SIFT keypoints and graph theory," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 4, pp. 1156-1167, 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.4 , pp. 1156-1167
    • Sirmacek, B.1    Unsalan, C.2
  • 56
    • 78650907105 scopus 로고    scopus 로고
    • A probabilistic framework to detect buildings in aerial and satellite images
    • B. Sirmacek and C. Unsalan, "A probabilistic framework to detect buildings in aerial and satellite images," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 211-221, 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.1 , pp. 211-221
    • Sirmacek, B.1    Unsalan, C.2
  • 57
    • 77951204518 scopus 로고    scopus 로고
    • Object classification of aerial images with bag-of-visual words
    • S. Xu, T. Fang, D. Li, and S. Wang, "Object classification of aerial images with bag-of-visual words," IEEE Trans. Geosci. Remote Sens., vol. 7, no. 2, pp. 366-370, 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.7 , Issue.2 , pp. 366-370
    • Xu, S.1    Fang, T.2    Li, D.3    Wang, S.4
  • 60
    • 0001691710 scopus 로고    scopus 로고
    • A new and improved model of Latin American city structure
    • Jul.
    • L. R. Ford, "A new and improved model of Latin American city structure," Geographical Review, vol. 86, no. 3, pp. 437-440, Jul. 1996.
    • (1996) Geographical Review , vol.86 , Issue.3 , pp. 437-440
    • Ford, L.R.1
  • 62
    • 0028499630 scopus 로고
    • The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon
    • Sep.
    • B. Shahshahani and D. Landgrebe, "The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon," IEEE Trans. Geosci. Remote Sens., vol. 32, no. 5, pp. 1087-1095, Sep. 1994.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , Issue.5 , pp. 1087-1095
    • Shahshahani, B.1    Landgrebe, D.2
  • 63
    • 0025798330 scopus 로고
    • Technical note. A distance-based attribute selection measure for decision tree induction
    • DOI 10.1023/A:1022694001379
    • R. López de Mántaras, "A distance-based attribute selection measure for decision tree induction," Machine Learning, vol. 6, pp. 81-92, 1991. (Pubitemid 21727225)
    • (1991) Machine Learning , vol.6 , Issue.1 , pp. 81-92
    • Lopez De Mantaras, R.1


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