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Dr Ce Zhang

Research student

  1. 2024
  2. Published

    Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

    Diao, Q., Dai, Y., Wang, J., Feng, X., Pan, F., Zhang, C. & Melgani, F. (ed.), 7/03/2024, In: Remote Sensing. 16, 6, 937.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. 2023
  4. 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

  5. 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

  6. Published

    Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

    Zhu, D., Zhou, C., Zhu, Y., Wang, T. & Zhang, C., 14/12/2023, In: Remote Sensing. 15, 24, 5726.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

    Chen, C., Zhang, C., Tian, B., Wu, W. & Zhou, Y., 30/11/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 205, p. 1-16 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

    Zhang, X., Hu, D., Li, S., Luo, Y., Li, J. & Zhang, C., 12/09/2023, In: Remote Sensing. 15, 18, 4480.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images

    Chen, H., Li, H., Liu, Z., Zhang, C., Zhang, S. & Atkinson, P., 1/09/2023, In: Remote Sensing of Environment. 295, p. 1-16 16 p., 113679.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

    Tziokas, N., Zhang, C., Drolias, G. & Atkinson, P., 1/08/2023, In: International Journal of Applied Earth Observation and Geoinformation. 122, p. 1-14 14 p., 103395.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Mapping Deforestation and Recovery of Tropical Montane Forests of East Africa

    Ojoatre, S., Zhang, C., Yesuf, G. & Rufino, M., 24/07/2023, In: Frontiers in Environmental Science. 11, p. 1-17 17 p., 1084764.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Efficient large-scale oblique image matching based on cascade hashing and match data scheduling

    Zhang, Q., Zheng, S., Zhang, C., Wang, X. & Li, R., 30/06/2023, In: Pattern Recognition. 138, 13 p., 109442.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. 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

  14. Published

    Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

    Wu, Z., Zhang, C., Gu, X., Duporge, I., Hughey, L., Stabach, J., Skidmore, A., Hopcraft, G., Lee, S., Atkinson, P., McCauley, D., Lamprey, R., Ngene, S. & Wang, T., 27/05/2023, In: Nature Communications. 14, 1, p. 1-15 15 p., 3072.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. 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

  16. 2022
  17. Published

    How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020

    Wang, Z., Hu, B., Zhang, C., Atkinson, P., Wang, Z., Xu, K., Chang, J., Fang, X., Jiang, Y. & Shi, Z., 30/11/2022, In: Environment International. 169, p. 1-13 13 p., 107510.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. 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

  19. 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

  20. Published

    Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping

    Wang, Z., Zhang, C. & Atkinson, P., 20/10/2022, In: Frontiers in Environmental Science. 10, 12 p., 973192.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Class-guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

    Meng, X., Yang, Y., Wang, L., Wang, T., Li, R. & Zhang, C., 17/10/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 10, 5 p., 6517505.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

    Chen, C., Zhang, C., Wu, W., Jiang, W., Tian, B. & Zhou, Y., 28/09/2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 7767-7770 4 p. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  23. Published

    Mapping urban night lights at a fine spatial resolution: downscaling VIIRS using geographically weighted area-to-point regression Kriging

    Tziokas, N., Zhang, C., Drolias, G. C. & Atkinson, P. M., 14/09/2022, In: Abstracts of the ICA. 5, p. 1-3 3 p.

    Research output: Contribution to Journal/MagazineMeeting abstractpeer-review

  24. Published

    Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification

    Zhang, H., Altham, C., Trovati, M., Zhang, C., Rolland, I., Lawal, L., Wegbu, D. & Ajienka, N., 5/09/2022, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15, p. 7631-7642 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. 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

  26. 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

  27. Published

    Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China

    Guo, R., Zhu, X., Zhang, C. & Cheng, C., 27/07/2022, In: Remote Sensing. 14, 15, p. 1-18 18 p., 3590.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Land cover classification from remote sensing images based on multi-scale fully convolutional network

    Li, R., Zheng, S., Duan, C., Wang, L. & Zhang, C., 1/07/2022, In: Geo-spatial Information Science. 25, 2, p. 278-294 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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