Aerial Image DataSet
Image Interpretation
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On Creating Benchmark Datasets for Aerial Image Interpretation: Reviews, Guidances and Million-AID. Y. Long, G.-S. Xia, S. Li, W. Yang, M. Y. Yang, X. X. Zhu, L. Zhang, D. Li. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, in press. [paper] [Project Page] |
Scene Classification
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AID: A benchmark dataset for performance evaluation of aerial scene classification. G.-S. Xia, J. Hu, F. Hu, B. Shi, X. Bai, Y. Zhong, L. Zhang. IEEE Trans. on Geoscience and Remote Sensing, Vol. 55, No.7, pp.3965 - 3981, 2017. [paper][Project Page] |
Semantic Segmentation
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GID: Land-Cover Classification with High-resolution RS Images using Transferable Deep Models. X.-Y. Tong, G.-S. Xia, Q. Lu, H. Shen, S. Li, S. You, L. Zhang. Remote Sensing of Environment (RSE), Vol.237, 11132, 2020. [paper] [Project Page] |
Object Detection
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DOTA: A Large-scale dataset for object detection in aerial images. G.-S. Xia, X. Bai, J. Ding, Z. Zhu, S. Belongie, J. Luo, M. Datcu, M. Pelillo, L. Zhang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [paper] [Project Page] |
Image Retrieval
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WHU-RS19: Structural high-resolution satellite image indexing . G.-S. Xia, W. Yang, J. Delon, Y. Gousseau. Symposium: 100 Years ISPRS - Advancing Remote Sensing Science: Vienna, Austria, 2010. [paper] [Project Page] |
Instance Segmentation
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iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images. S.-W. Zamir, A. Arora, A. Gupta, S. Khan, G. Sun, F. S. Khan, F. Zhu, L. Shao, G.-S. Xia, X. Bai. CVPR DOAI Workshop, 2019. [paper] |
Video Semantic Segmentation
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The UAVid Dataset for Video Semantic Segmentation. Y. Lyu, G. Vosselman, G.-S. Xia, A. Yilmaz, M. Yang. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 165, pp. 108-119, 2020. [paper] [Project Page] |