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Research

Dr Ce Zhang

Research student

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  1. 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/Magazine › Journal article › peer-review

  2. 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/Magazine › Journal article › peer-review

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. Published

    Deep learning for land cover and land use classification

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

    Research output: Thesis › Doctoral Thesis

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-review

  17. 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/Magazine › Journal article › peer-review

  18. 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/Magazine › Journal article › peer-review

  19. 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/Magazine › Journal article › peer-review

  20. 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

  21. 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/Magazine › Journal article › peer-review

  22. 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/Magazine › Journal article › peer-review

  23. 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

  24. 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

  25. 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

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