Combining clustering and classification for remote-sensing images using unlabeled data

Xiaoyong Bian; Tianxu Zhang; Xiaolong Zhang

doi:10.3788/COL201109.011002

Chinese Optics Letters, Volume. 9, Issue 1, 011002(2011)

Combining clustering and classification for remote-sensing images using unlabeled data

Xiaoyong Bian^1,2, Tianxu Zhang¹, and Xiaolong Zhang²

¹Institute for Pattern Recognition and Artificial Intelligence, Huazhong University of Science and Technology, Wuhan 430074, China

²School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan 430081, China

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References(10)

[1] [1] H. Deng, J. Liu, and Z. Chen, Chin. Opt. Lett. 8, 24 (2010).

[2] [2] H. Su and Y. Sheng, Chin. Opt. Lett. 8, 811 (2010).

[3] [3] G. Hu, S. Zhou, J. Guan, and X. Hu, Information Processing and Management 44, 1397 (2008).

[4] [4] W. Tang, H. Xiong, S. Zhong, and J. Wu, in Proceedings of Knowledge Discovery and Data Mining (KDD’07) 707 (2007).

[5] [5] M. Chi, R. Feng, and L. Bruzzone, Advances in Space Research 41, 1793 (2008).

[6] [6] L. Bruzzone, M. Chi, and M. Marconcini, IEEE Trans. Geosci. Remote Sens. 44, 3363 (2006).

[7] [7] M. Chi, Q. Qian, and J. A. Benediktsson, in Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS’08) I-209 (2008).

[8] [8] H.-J. Zeng, X.-H. Wang, Z. Chen, H. Lu, and W.-Y. Ma, in Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM’03) (2003).

[9] [9] Z. Liu, J. Liu, C. Pan, and G. Wang, IEEE Trans. Neural Networks 20, 1215 (2009).

[10] [10] O. Chapelle and A. Zien, in Proceedings of the International Workshop on Artificial Intelligence and Statistics (AISTATS’05) (2005).

Cited By

[1] Juan C. Valdiviezo-N, Alejandro Téllez-Qui?ones, Adan Salazar-Garibay, Alejandra A. López-Caloca. Built-up index methods and their applications for urban extraction from Sentinel 2A satellite data: discussion. Journal of the Optical Society of America A, 35, 35(2018).

[2] Juan C. Valdiviezo-N, Francisco J. Hernandez-Lopez, Alejandro Téllez-Qui?ones. Morphological reconstruction algorithms for urban monitoring using satellite data: proper selection of the marker and mask images. International Journal of Remote Sensing, 43, 674(2022).

[3] Chao-Lung Yang, Thi Phuong Quyen Nguyen. Sequential Clustering and Classification Approach to Analyze Sales Performance of Retail Stores Based on Point-of-Sale Data. International Journal of Information Technology & Decision Making, 21, 885(2022).

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Xiaoyong Bian, Tianxu Zhang, Xiaolong Zhang, "Combining clustering and classification for remote-sensing images using unlabeled data," Chin. Opt. Lett. 9, 011002 (2011)

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Paper Information

Received: Aug. 12, 2010

Accepted: Oct. 28, 2010

Published Online: Jan. 7, 2011

The Author Email:

DOI:10.3788/COL201109.011002

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