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Dr Ce Zhang

Research student

  1. Published

    VPRS-based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images

    Zhang, C., Sargent, I., Pan, X., Gardiner, A., Hare, J. & Atkinson, P. M., 08/2018, In: IEEE Transactions on Geoscience and Remote Sensing. 56, 8, p. 4507-4521 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Published

    UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

    Wang, L., Li, R., Zhang, C., Fang, S., Duan, C., Meng, X. & Atkinson, P., 31/08/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 190, p. 196-214 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

    Xu, K., Wu, C., Zhang, C. & Hu, B., 1/09/2021, In: Journal of Hydrology. 600, p. 1-17 17 p., 126502.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    UAV Photogrammetry in Intertidal Mudflats: Accuracy, Efficiency, and Potential for Integration with Satellite Imagery

    Chen, C., Tian, B., Wu, W., Duan, Y., Zhou, Y. & Zhang, C., 29/03/2023, In: Remote Sensing. 15, 7, 1814.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

    Zhang, X., Liu, G., Zhang, C., Atkinson, P., Tan, X., Jian, X., Zhou, X. & Li, Y., 7/02/2020, In: Remote Sensing. 12, 3, p. 1-22 22 p., 548.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Tide2Topo: a new method for mapping intertidal topography accurately in complex estuaries and bays with time-series Sentinel-2 images

    Chen, C., Zhang, C., Tian, B., Wu, W. & Zhou, Y., 1/06/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 200, p. 55-72 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Temporal sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series

    Li, H., Tian, Y., Zhang, C., Zhang, S. & Atkinson, P. M., 30/10/2022, In: Crop Journal. 10, 5, p. 1507-1516 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Superpixel-Based Attention Graph Neural Network for Semantic Segmentation in Aerial Images

    Diao, Q., Dai, Y., Zhang, C., Wu, Y., Feng, X. & Pan, F., 10/01/2022, In: Remote Sensing. 14, 2, p. 1-17 17 p., 305.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

    Han, Z., Zhang, C., Gao, L., Zeng, Z., Zhang, B. & Atkinson, P. M., 31/12/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 206, p. 293-310 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Simplified object-based deep neural network for very high resolution remote sensing image classification

    Pan, X., Zhang, C., Xu, J. & Zhao, J., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 218-237 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

    Wang, L., Zhang, C., Li, R., Duan, C., Meng, X. & Atkinson, P., 10/12/2021, In: Remote Sensing. 13, 24, 19 p., 5015.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

    Zhang, C., Harrison, P., Pan, X., Li, H., Sargent, I. & Atkinson, P., 28/02/2020, In: Remote Sensing of Environment. 237, 16 p., 111593.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Satellite observations reveal morphological changes in Asian deltas from 1986 to 2018

    Chen, C., Zhang, C., Tian, B. & Zhou, Y., 17/05/2022, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. V-3-2022, p. 375-381 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    R-YOLO: A Real-Time Text Detector for Natural Scenes with Arbitrary Rotation

    Wang, X., Zheng, S., Zhang, C., Li, R. & Gui, L., 28/01/2021, In: Sensors. 21, 3, p. 1-20 20 p., 888.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Robust unsupervised small area change detection from SAR imagery using deep learning

    Zhang, X., Su, H., Zhang, C., Gu, X., Tan, X. & Atkinson, P., 1/03/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 173, p. 79-94 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

    Zhang, Z., Jiang, R., Zhang, C., Williams, B., Jiang, Z., Li, C-T., Chazot, P. L., Pavese, N., Bouridane, A. & Baghdadi, A., 31/08/2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering . 30, p. 2146 - 2156 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Remotely Sensed Mid-Channel Bar Dynamics in Downstream of the Three Gorges Dam, China

    Wen, Z., Yang, H., Zhang, C., Shao, G. & Wu, S., 28/01/2020, In: Remote Sensing. 12, 3, p. 1-21 21 p., 409.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Quantifying delta channel network changes with Landsat time-series data

    Chen, C., Tian, B., Schwarz, C., Zhang, C., Guo, L., Xu, F., Zhou, Y. & He, Q., 30/09/2021, In: Journal of Hydrology. 600, 14 p., 126688.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Performance Evaluation of Cluster Validity Indices (CVIs) on Multi/Hyperspectral Remote Sensing Datasets

    Li, H., Zhang, S., Ding, X., Zhang, C. & Dale, P., 30/03/2016, In: Remote Sensing. 8, 4, p. 1-22 22 p., 295.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Opportunities for machine learning and artificial intelligence in national mapping agencies: enhancing ordnance survey workflow

    Murray, J., Sargent, I., Holland, D., Gardiner, A., Dionysopoulou, K., Coupland, S., Hare, J., Zhang, C. & Atkinson, P., 24/08/2020, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 185–189 5 p., XLIII-B5-2020.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Novel shape indices for vector landscape pattern analysis

    Zhang, C. & Atkinson, P. M., 12/2016, In: International Journal of Geographical Information Science. 30, 12, p. 2442-2461 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

    Su, H., Zhang, X., Luo, Y., Zhang, C., Zhou, X. & Atkinson, P., 1/11/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 193, p. 137-149 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Duan, C., Su, J. & Zhang, C., 1/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 8009205.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Multi-Feature Collaborative Fusion Network with Deep Supervision for SAR Ship Classification

    Zheng, H., Hu, Z., Yang, L., Xu, A., Zheng, M., Zhang, C. & Li, K., 31/12/2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, p. 1-14 14 p., 5212614.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Zhang, C., Duan, C., Su, J. & Atkinson, P., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5607713.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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