Xiumian Hu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Unsupervised Learning

Transfer Learning

Automatic Identification

Microscopic Images

Top Venues

Comput. Geosci.

Earth Sci. Informatics

Publications

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)
Dongyu Zheng, Li Hou, Xiumian Hu, Mingcai Hou, Kai Dong, Sihai Hu, Runlin Teng, Chao Ma
Sediment grain segmentation in thin-section images using dual-modal Vision Transformer. Comput. Geosci. 191 (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)