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Research

Dr Ce Zhang

Research student

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  1. 2015
  2. Published

    A novel multi-parameter support vector machine for image classification

    Zhang, C., Wang, T., Atkinson, P. M., Pan, X. & Li, H., 7/04/2015, In: International Journal of Remote Sensing. 36, 7, p. 1890-1906 17 p.

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

  3. 2016
  4. Published

    A global perspective on drinking-water and sanitation classification: an evaluation of census content

    Yu, W., A. Wardrop, N., E. S. Bain, R., Lin, Y., Zhang, C. & A. Wright, J., 17/03/2016, In: PLoS ONE. 11, 3, p. 1-17 17 p., e0151645.

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

  5. 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/Magazine › Journal article › peer-review

  6. Published

    A novel unsupervised bee colony optimization (UBCO) method for remote sensing image classification: a case study in a heterogeneous marsh area

    Li, H., Zhang, S., Ding, X., Zhang, C. & Cropp, R., 27/10/2016, In: International Journal of Remote Sensing. 37, 24, p. 5627-5748 23 p.

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

  7. 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/Magazine › Journal article › peer-review

  8. 2017
  9. Published

    Modelling and predicting of MODIS leaf area index time series based on a hybrid SARIMA and BP neural network method

    Jiang, C., Zhang, S., Zhang, C., Li, H. & Ding, X., 15/01/2017, In: Spectroscopy and Spectral Analysis. 37, 1, p. 189-193 5 p.

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

  10. Published

    A rough set decision tree based MLP-CNN for very high resolution remotely sensed image classification

    Zhang, C., Pan, X., Zhang, S., Li, H. & Atkinson, P. M., 22/09/2017, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 1451-1454 4 p.

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

  11. 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

  12. 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

  13. 2018
  14. Published

    Deep learning for land cover and land use classification

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

    Research output: Thesis › Doctoral Thesis

  15. 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

  16. 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

  17. 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

  18. 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

  19. 2019
  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. 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

  23. 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

  24. 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

  25. 2020
  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

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