Multilevel object-oriented classification of quickbird images for urban population estimates

GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems

Volumn , Issue , 2007, Pages 83-90

  Almeida, Claudia M ^a   Souza, Iris M ^a   Alves, Claudia Durand ^a   Pinho, Carolina M D ^a   Pereira, Madalena N ^a   Feitosa, Raul Q ^b  

^a DSR INPE   (Brazil)

^b PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

high resolution images; knowledge based methods; object oriented analysis; population estimates; semantic networks

Indexed keywords

HIGH RESOLUTION IMAGE; KNOWLEDGE-BASED METHODS; OBJECT-ORIENTED ANALYSIS; POPULATION ESTIMATE; SEMANTIC NETWORKS;

GEOGRAPHIC INFORMATION SYSTEMS; KNOWLEDGE BASED SYSTEMS; NETWORK LAYERS; SEMANTICS; TALL BUILDINGS;

ESTIMATION;

EID: 79959633817     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1341012.1341029     Document Type: Conference Paper

References (10)

1. Langford, M. and Unwinn, D. J. Generating and mapping population density surfaces with a geographical information system. The Cartographic Journal, 31 (1994), 21-26.
2. Webster, C. J. Population and dwelling unit estimates from space. TWPR, 18, 2 (1996), 155-176.
3. Sutton, P., Roberts, D., Elvidge, C., and Meij, H. A comparison of nighttime satellite imagery and population density for the continental United States. Photogrammetric Engineering & Remote Sensing, 63, 11 (1997), 1303-1313. (Pubitemid 28056231)
4. Lo, C. P. Modeling the population of China using DMSP Operational Linescan System nighttime data. Photogrammetric Engineering & Remote Sensing, 67, 9 (2001), 1037-1047. (Pubitemid 32818322)
5. Harvey, J. T. Population estimation models based on individual TM pixels. Photogrammetric Engineering & Remote Sensing, 68, 11 (2002), 1181-1192. (Pubitemid 35235308)
6. Liu, X., Clarke, K., and Herold, M. Population density and image texture: a comparison study. Photogrammetric Engineering & Remote Sensing, 72, 2 (2006), 187-196. (Pubitemid 43269935)
7. PMSJC - Prefeitura Municipal de São José dos Campos. 2003. Cidade Viva. [CD-ROM], São José dos Campos: PMSJC, 2003.
8. Pinho, C. M. D. Análise orientada a objetos de imagens de alta resolução espacial. São José dos Campos. 2005. Master's Thesis - National Institute for Space Research.
9. Definiens. 2003. eCognition: User Guide 3. 480 p. Available at: 〈http://www.definiens-imaging.com/down/ecognition〉. Access on: 15. Oct., 2005.
10. Landis, J. R. and Koch, G. G. The measurement of observer agreement for categorical data. Biometrics, 33, 1 (1977), 159-174. (Pubitemid 8054849)