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Article

Zhang, X ORCID: https://orcid.org/0000-0001-7844-593X, Du, L, Tan, S, McCarty, GW and Zou, Z (2024) Wetland classification based on depth-adaptive convolutional neural networks using leaf-off SAR imagery. Science of the Total Environment, 957. ISSN 0048-9697

Xu, Jiaming ORCID: https://orcid.org/0000-0003-3273-9806, Tan, Shen, Wang, Han, Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X and Hong, Yifeng (2024) Bamboo Forests: Unleashing the Potential for Carbon Abatement and Local Income Improvements. Forests, 15 (11). ISSN 1999-4907

Li, Hao ORCID: https://orcid.org/0000-0001-5784-5977, Zhou, Yuyu ORCID: https://orcid.org/0000-0003-1765-6789, Zhao, Xiang, Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X and Liang, Shunlin (2024) A dataset of 0.05-degree leaf area index in China during 1983–2100 based on deep learning network. Scientific Data, 11 (1). ISSN 2052-4463

(2024) Drainage ditch network extraction from lidar data using deep convolutional neural networks in a low relief landscape. Journal of Hydrology, 628. ISSN 0022-1694

Liu, N, Zhao, X, Zhang, X ORCID: https://orcid.org/0000-0001-7844-593X, Zhao, J, Wang, H and Wu, D (2023) Remotely sensed evidence of the divergent climate impacts of wind farms on croplands and grasslands. Science of the Total Environment, 905. ISSN 0048-9697

Akintoye, Samson B, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Lloyd, Huw ORCID: https://orcid.org/0000-0001-6537-4036, Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Dancey, Darren, Chen, Haoming and Zhang, Daoqiang (2023) Layer-wise partitioning and merging for efficient and scalable deep learning. Future Generation Computer Systems, 149. pp. 432-444. ISSN 0167-739X

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X and Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 (2023) A generic Self-Supervised Learning (SSL) framework for representation learning from spectral–spatial features of unlabeled remote sensing imagery. Remote Sensing, 15 (21). ISSN 2072-4292

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Han, Lianghao ORCID: https://orcid.org/0000-0003-2491-7473, Chen, Haoming, Dancey, Darren ORCID: https://orcid.org/0000-0001-7251-8958 and Zhang, Daoqiang (2023) sMRI-PatchNet: a novel efficient explainable patch-based deep learning network for Alzheimer’s Disease diagnosis with structural MRI. IEEE Access, 11. pp. 108603-108616. ISSN 2169-3536

(2023) Pepper leaf disease recognition based on enhanced lightweight convolutional neural networks. Frontiers in Plant Science, 14. ISSN 1664-462X

(2023) CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia from Chest X-ray Images. IEEE journal of biomedical and health informatics, 27 (2). pp. 980-991. ISSN 2168-2194

Feng, Xueliang, Tan, Shen, Dong, Yun ORCID: https://orcid.org/0000-0002-5068-6835, Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Xu, Jiaming ORCID: https://orcid.org/0000-0003-3273-9806, Zhong, Liheng and Yu, Le ORCID: https://orcid.org/0000-0003-3115-2042 (2023) Mapping Large-Scale Bamboo Forest Based on Phenology and Morphology Features. Remote Sensing, 15 (2). ISSN 2072-4292

(2022) Tailoring the corrosion and tribological performance of Ti-modified MoS2-based films in simulated seawater. Journal of Materials Research and Technology, 21. pp. 576-589. ISSN 2238-7854

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Zhu, Wenyong, Sun, Liang and Zhang, Daoqiang (2022) An explainable 3D residual self-attention deep neural network for joint atrophy localization and Alzheimer's Disease diagnosis using structural MRI. IEEE Journal of Biomedical and Health Informatics, 26 (11). pp. 5289-5297. ISSN 2168-2194

Liu, N ORCID: https://orcid.org/0000-0002-6701-3864, Zhao, X ORCID: https://orcid.org/0000-0002-0155-6735, Zhang, X ORCID: https://orcid.org/0000-0001-7844-593X, Zhao, J ORCID: https://orcid.org/0000-0002-1493-4723, Wang, H ORCID: https://orcid.org/0000-0003-0785-6592 and Wu, D ORCID: https://orcid.org/0000-0002-4638-3743 (2022) Heterogeneous warming impacts of desert wind farms on land surface temperature and their potential drivers in Northern China. Environmental Research Communications, 4 (10).

Akintoye, Samson B, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Chen, Haoming and Zhang, Daoqiang (2022) A hybrid parallelization approach for distributed and scalable deep learning. IEEE Access, 10. pp. 77950-77961. ISSN 2169-3536

Tan, S ORCID: https://orcid.org/0000-0001-5372-7850, Zhang, X ORCID: https://orcid.org/0000-0001-7844-593X, Wang, H, Yu, L ORCID: https://orcid.org/0000-0003-3115-2042, Du, Y ORCID: https://orcid.org/0000-0002-0143-7621, Yin, J and Wu, B ORCID: https://orcid.org/0000-0001-5546-365X (2022) A CNN-Based Self-Supervised Synthetic Aperture Radar Image Denoising Approach. IEEE Transactions on Geoscience and Remote Sensing, 60. ISSN 0196-2892

Zhang, X ORCID: https://orcid.org/0000-0001-7844-593X, Du, L, Tan, S, Wu, F, Zhu, L, Zeng, Y and Wu, B (2021) Land use and land cover mapping using rapideye imagery based on a novel band attention deep learning method in the three Gorges reservoir area. Remote Sensing, 13 (6).

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Robinson, Mark and Gallagher, Anthony (2021) A gans-based deep learning framework for automatic subsurface object recognition from ground penetrating radar data. IEEE Access, 9. pp. 39009-39018. ISSN 2169-3536

Conference or Workshop Item

Han, L ORCID: https://orcid.org/0000-0003-2491-7473, Huang, W, Zhang, X ORCID: https://orcid.org/0000-0001-7844-593X, Dong, Y, Sobeih, T and Lin, Y (2025) ICPR 2024 Competition on Beyond Visible Spectrum: AI for Agriculture. In: 27th International Conference, ICPR 2024, 1 December 2024 –5 December 2024, Kolkata, India.