BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding

“Bag-of-visual-words and spatial extensions for land-use classification,”

Y. Yang and S. Newsam, · 2010

Earlier work this paper cites.

“Extreme value theory-based calibration for the fusion of multiple features in high-resolution satellite scene classification,”

W. Shao, W. Yang, and G. S. Xia, · 2013

Earlier work this paper cites.

“Deep learning based feature selection for remote sensing scene classification,”

Q. Zou, L. Ni, T. Zhang, and Q. Wang, · 2015

Earlier work this paper cites.

“Rethinking the inception architecture for computer vision,”

C. Szegedy, V. Vanhoucke, S. Ioffe, J. Shlens, and Z. Wojna, · 2016

Earlier work this paper cites.

“Dirichlet-derived multiple topic scene classification model for high spatial resolution remote sensing imagery,”

B. Zhao, Y. Zhong, G. Xia, and L. Zhang, · 2016

Cited alongside, same era.

“Aid: A benchmark data set for performance evaluation of aerial scene classification,”

G. Xia, J. Hu, F. Hu, B. Shi, X. Bai, Y. Zhong, L. Zhang, and X. Lu, · 2017

Cited alongside, same era.

“Remote sensing image scene classification: Benchmark and state of the art,”

G. Cheng, J. Han, and X. Lu, · 2017

Cited alongside, same era.

“Rsi-cb: A large scale remote sensing image classification benchmark via crowdsource data,”

Original

H. Li, C. Tao, Z. Wu, J. Chen, J. Gong, and M. Deng, · 2017

Cited alongside, same era.

“Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification,”

Original

P. Helber, B. Bischke, A. Dengel, and D. Borth, · 2017

Later among the works it cites.

“Patternnet: A benchmark dataset for performance evaluation of remote sensing image retrieval,”

W. Zhou, S. Newsam, C. Li, and Z. Shao, · 2018

Later among the works it cites.

“Multilabel remote sensing image retrieval using a semisupervised graph-theoretic method,”

B. Chaudhuri, B. Demir, S. Chaudhuri, and L. Bruzzone, · 2018

Later among the works it cites.