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Dr Ce Zhang

Research student

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  1. 2021
  2. Published

    An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

    Ding, X., Li, Y., Yang, J., Li, H., Liu, L., Liu, Y. & Zhang, C., 23/06/2021, In: Remote Sensing. 13, 13, p. 1-17 17 p., 2445.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Ensembles of multiple spectral water indices for improving surface water classification

    Wen, Z., Zhang, C., Shao, G., Wu, S. & Atkinson, P., 1/04/2021, In: International Journal of Applied Earth Observation and Geoinformation. 96, 13 p., 102278.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. 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/Magazine › Journal article › peer-review

  5. Published

    BARNet: Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images

    Jin, Y., Xu, W., Zhang, C., Luo, X. & Jia, H., 14/02/2021, In: Remote Sensing. 13, 4, 20 p., 692.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. 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/Magazine › Journal article › peer-review

  7. Published

    Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

    Li, F., Li, E., Zhang, C., Samat, A., Liu, W., Li, C. & Atkinson, P., 9/01/2021, In: Remote Sensing. 13, 2, p. 1-22 22 p., 212.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. 2020
  9. Published

    Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning

    Zhang, C., Atkinson, P., George, C., Wen, Z., Diazgranados, M. & Gerard, F., 1/11/2020, In: ISPRS Journal of Photogrammetry and Remote Sensing. 169, p. 280-291 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. 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/Magazine › Journal article › peer-review

  11. Published

    Joint Deep Learning: A novel framework for urban land cover and land use classification

    Zhang, C., Pan, X., Li, H., Zhang, S. & Atkinson, P., 22/07/2020, p. 1-5. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  12. Published

    Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 31/05/2020, In: International Journal of Applied Earth Observation and Geoinformation. 87, 12 p., 102032.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. 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/Magazine › Journal article › peer-review

  14. 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/Magazine › Journal article › peer-review

  15. 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/Magazine › Journal article › peer-review

  16. 2019
  17. Published

    Assessing the uncertainty of tree height and Aboveground Biomass from Terrestrial Laser Scanner and Hypsometer using Airborne LiDAR data in Tropical rainforests

    Ojoatre, S., Zhang, C., Ali Hussin, Y., Kloosterman, H. & Mohd Hasmadi, I., 22/10/2019, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 10, p. 4149-4159 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 12/10/2019, In: Remote Sensing. 11, 20, 20 p., 2370.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Monitoring land cover change and disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area based on Remote Sensing time-series image from 1987 to 2018

    Bai, X., Du, P., Guo, S., Zhang, P., Lin, C., Tang, P. & Zhang, C., 3/06/2019, In: Remote Sensing. 11, 11, p. 1-31 31 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California

    Li, H., Zhang, C., Zhang, S. & Atkinson, P. M., 02/2019, In: International Journal of Applied Earth Observation and Geoinformation. 74, p. 45-56 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Joint Deep Learning for land cover and land use classification

    Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J. & Atkinson, P. M., 02/2019, In: Remote Sensing of Environment. 221, p. 173-187 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. 2018
  23. Published

    An object-based convolutional neural network (OCNN) for urban land use classification

    Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J. & Atkinson, P. M., 10/2018, In: Remote Sensing of Environment. 216, p. 57-70 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. 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/Magazine › Journal article › peer-review

  25. Published

    A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

    Zhang, C., Pan, X., Li, H., Gardiner, A., Sargent, I., Hare, J. & Atkinson, P. M., 06/2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 140, p. 133-144 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

    Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 03/2018, In: IEEE Geoscience and Remote Sensing Letters. 15, 3, p. 345-349 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Deep learning for land cover and land use classification

    Zhang, C., 2018, Lancaster University. 267 p.

    Research output: Thesis › Doctoral Thesis

  28. 2017
  29. Published

    A novel unsupervised Levy flight particle swarm optimization (ULPSO) method for multispectral remote-sensing image classification

    Li, H., Zhang, S., Zhang, C., Li, P. & Cropp, R., 2/12/2017, In: International Journal of Remote Sensing. 38, 23, p. 6970-6992 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    Estimating seasonal aboveground biomass of a riparian pioneer plant community: An exploratory analysis by canopy structural data

    Wen, Z., Ma, M., Zhang, C., Yi, X., Chen, J. & Wu, S., 12/2017, In: Ecological Indicators. 83, p. 441-450 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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