DCAP: A deep convolution architecture for prediction of urban growth

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2016-November, Issue , 2016, Pages 1812-1815

  Pal, Saptarshi ^a   Chowdhury, Srija ^b   Ghosh, Soumya K ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

^b INDIAN INSTITUTE OF ENGINEERING SCIENCE AND TECHNOLOGY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85007451779     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2016.7729465     Document Type: Conference Paper

References (8)

1. Millennium Ecosystem Assessment et al., Ecosystems and human well-being, vol. 5, Island Press Washington, DC, 2005.
2. Hasi Bagan and Yoshiki Yamagata, "Landsat analysis of urban growth: How tokyo became the world's largest megacity during the last 40years, " Remote Sensing of Environment, vol. 127, pp. 210-222, 2012.
3. Nguyen-Thanh Son, Chi-Farn Chen, Cheng-Ru Chen, Li-Yu Chang, and Bui-Xuan Thanh, "Urban growth mapping from landsat data using linear mixture model in ho chi minh city, vietnam, " Journal of Applied Remote Sensing, vol. 6, no. 1, pp. 063543-1, 2012.
4. Hossein Shafizadeh-Moghadam, Julian Hagenauer, Manuchehr Farajzadeh, and Marco Helbich, "Performance analysis of radial basis function networks and multi-layer perceptron networks in modeling urban change: a case study, " International Journal of Geographical Information Science, pp. 1-18, 2015.
5. Geoffrey E Hinton, Simon Osindero, and Yee-Whye Teh, "A fast learning algorithm for deep belief nets, " Neural computation, vol. 18, no. 7, pp. 1527-1554, 2006.
6. Yoshua Bengio, Pascal Lamblin, Dan Popovici, Hugo Larochelle, et al., "Greedy layer-wise training of deep networks, " Advances in neural information processing systems, vol. 19, pp. 153, 2007.
7. Yann LeCun and Yoshua Bengio, "Convolutional networks for images, speech, and time series, " The handbook of brain theory and neural networks, vol. 3361, no. 10, 1995.
8. Yann LeCun, LD Jackel, L Bottou, A Brunot, C Cortes, JS Denker, H Drucker, I Guyon, UA Muller, E Sackinger, et al., "Comparison of learning algorithms for handwritten digit recognition, " in International conference on artificial neural networks, 1995, vol. 60, pp. 53-60.