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Dr Ce Zhang

Research student

  1. 2022
  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

    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

  4. 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

  5. Published

    Mapping three-dimensional morphological characteristics of tidal salt-marsh channels using UAV structure-from-motion photogrammetry

    Chen, C., Zhang, C., Schwarz, C., Tian, B., Jiang, W., Wu, W., Garg, R., Garg, P., Aleksandr, C., Mikhail, S. & Zhou, Y., 15/06/2022, In: Geomorphology. 407, p. 1-13 13 p., 108235.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. 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

  8. Published

    A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification

    Gu, X., Zhang, C., Shen, Q., Han, J., Angelov, P. & Atkinson, P., 1/04/2022, In: Information Fusion. 80, p. 179-204 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery

    John, D. & Zhang, C., 31/03/2022, In: International Journal of Applied Earth Observation and Geoinformation. 107, 9 p., 102685.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    A2-FPN for semantic segmentation of fine-resolution remotely sensed images

    Li, R., Wang, L., Zhang, C., Duan, C. & Zheng, S., 28/02/2022, In: International Journal of Remote Sensing. 43, 3, p. 1131-1155 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    A Novel Transformer based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images

    Wang, L., Li, R., Duan, C., Zhang, C., Meng, X. & Fang, S., 31/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, p. 1-5 5 p., 6506105.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

    Li, R., Duan, C., Zheng, S., Zhang, C. & Atkinson, P., 31/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 1, 5 p., 8007205.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. 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

  14. Published

    An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet

    Corr, D., Leeson, A., McMillan, M., Zhang, C. & Barnes, T., 24/01/2022, In: Earth System Science Data. 14, 1, p. 209–228 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. 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

  16. Published

    First and Second-order Information Fusion Networks for Remote Sensing Scene Classification

    Li, E., Samat, A., Zhang, C., Du, P. & Liu, W., 1/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 8009406.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. 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

  18. 2021
  19. 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

  20. Published

    A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery

    Li, H., Zhang, C., Zhang, Y., Zhang, S., Ding, X. & Atkinson, P., 30/11/2021, In: International Journal of Digital Earth. 14, 11, p. 1528-1546 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

    Li, R., Zheng, S., Zhang, C., Duan, C., Wang, L. & Atkinson, P., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 84-98 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Monitoring Grassland Degradation and Restoration Using a Novel Climate Use Efficiency (NCUE) Index in the Tibetan Plateau, China

    An, R., Zhang, C., Sun, M., Wang, H., Shen, X., Wang, B., Xing, F., Huang, X. & Fan, M., 30/11/2021, In: Ecological Indicators. 131, 14 p., 108208.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. 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

  24. Published

    Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery

    Li, H., Zhang, C., Zhang, S., Ding, X. & Atkinson, P., 31/10/2021, In: International Journal of Applied Earth Observation and Geoinformation. 102, 11 p., 102437.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Automatic Detection and Mapping of Espeletia Plants from UAV Imagery

    Rodriguez, J., Zhang, C., Lizarazo, I. & Prieto, F., 12/10/2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE, p. 2831-2834 4 p. (2021 IEEE International Geoscience and Remote Sensing Symposium).

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

  26. 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

  27. Published

    ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery

    Wen, X., Li, X., Zhang, C., Han, W., Li, E., Liu, W. & Zhang, L., 24/09/2021, In: Remote Sensing. 13, 19, p. 1-24 24 p., 3826.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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