Woody Plants Area Estimation Using Ordinary Satellite Images and Deep Learning

Author:

Golubev Alexey,Sadovnikova Natalia,Parygin Danila,Glinyanova Irina,Finogeev Alexey,Shcherbakov Maxim

Publisher

Springer International Publishing

Reference26 articles.

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3. Zhang, C., Yan, J., Li, C., Rui, X., Liu, L., Bie, R.: On estimating air pollution from photos using convolutional neural network. In: Proceedings of the 2016 ACM on Multimedia Conference, MM 2016, pp. 297–301. ACM, New York (2016)

4. Cheang, E.K., Cheang, T.K., Tay, Y.H.: Using convolutional neural networks to count palm trees in satellite images. arXiv preprint arXiv:1701.06462 (2017)

5. Albert, A., Kaur, J., Gonzalez, M.C.: Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale. In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1357–1366. ACM (2017)

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