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Xiumian Hu
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 5
Top Topics
Unsupervised Learning
Transfer Learning
Automatic Identification
Microscopic Images
Top Venues
Comput. Geosci.
Earth Sci. Informatics
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Publications
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Dongyu Zheng
,
Hanting Zhong
,
Gustau Camps-Valls
,
Zhisong Cao
,
Xiaogang Ma
,
Benjamin Mills
,
Xiumian Hu
,
Mingcai Hou
,
Chao Ma
Explainable deep learning for automatic rock classification.
Comput. Geosci.
184 (2024)
Xiangben Hu
,
Zhichen Hu
,
Jielin Jiang
,
Weiwei Xue
,
Xiumian Hu
,
Xiaolong Xu
Character embedding-based Bi-LSTM for Zircon similarity calculation with clustering.
Earth Sci. Informatics
15 (3) (2022)
Na Li
,
Huizhen Hao
,
Zhiwei Jiang
,
Feng Jiang
,
Ronghua Guo
,
Qing Gu
,
Xiumian Hu
A multi-task multi-class learning method for automatic identification of heavy minerals from river sand.
Comput. Geosci.
135 (2020)
Feng Jiang
,
Qing Gu
,
Huizhen Hao
,
Na Li
,
Bingqian Wang
,
Xiumian Hu
A method for automatic grain segmentation of multi-angle cross-polarized microscopic images of sandstone.
Comput. Geosci.
115 (2018)
Na Li
,
Huizhen Hao
,
Qing Gu
,
Danru Wang
,
Xiumian Hu
A transfer learning method for automatic identification of sandstone microscopic images.
Comput. Geosci.
103 (2017)