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Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data.

Y. Zhang, H. Yang, S. Prasad, E. Pasolli, J. Jung, and M. Crawford. IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 8 (2): 845-858 (2015)

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Xiliu Yang University of Stuttgart

Yang Wang University of Stuttgart

Guangpu Yang University of Stuttgart

Hsiu-Yu Yang University of Stuttgart

Peihan Yang University of Stuttgart

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Large Scale Unsupervised Domain Adaptation of Segmentation Networks with Adversarial Learning.X. Deng, H. Yang, N. Makkar, and D. Lunga. IGARSS, page 4955-4958. IEEE, (2019)Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds.H. Yang, and M. Crawford. IGARSS, page 4174-4177. IEEE, (2012)Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images.E. Pasolli, H. Yang, and M. Crawford. IEEE Trans. Geoscience and Remote Sensing, 54 (4): 1925-1939 (2016)Active Learning: Any Value for Classification of Remotely Sensed Data?M. Crawford, D. Tuia, and H. Yang. Proceedings of the IEEE, 101 (3): 593-608 (2013)Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification.H. Yang, and M. Crawford. IEEE Trans. Geoscience and Remote Sensing, 54 (1): 51-64 (2016)Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States.H. Yang, J. Yuan, D. Lunga, M. Laverdiere, A. Rose, and B. Bhaduri. CoRR, (2018)Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics.D. Lunga, J. Gerrand, H. Yang, C. Layton, and R. Stewart. CoRR, (2019)Learning a joint manifold with global-local preservation for multitemporal hyperspectral image classification.H. Yang, and M. Crawford. IGARSS, page 1047-1050. IEEE, (2013)Multiple kernel active learning for robust geo-spatial image analysis.H. Yang, Y. Zhang, S. Prasad, and M. Crawford. IGARSS, page 1218-1221. IEEE, (2013)Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification.H. Yang, and M. Crawford. IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 9 (2): 543-555 (2016)