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Dr Ce Zhang

Research student

  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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-review

  13. 2018
  14. Published

    Deep learning for land cover and land use classification

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

    Research output: ThesisDoctoral 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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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 paperpeer-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/MagazineJournal articlepeer-review

  32. 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/MagazineJournal articlepeer-review

  33. 2021
  34. 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/MagazineJournal articlepeer-review

  35. 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/MagazineJournal articlepeer-review

  36. 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/MagazineJournal articlepeer-review

  37. 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/MagazineJournal articlepeer-review

  38. 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/MagazineJournal articlepeer-review

  39. 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/MagazineJournal articlepeer-review

  40. E-pub ahead of print

    Framework to create cloud-free remote sensing data using passenger aircraft as the platform

    Wang, C., Wang, S., Cui, H., Šebela, M., Zhang, C., Gu, X., Fang, X., Hu, Z., Tang, Q. & Wang, Y., 7/07/2021, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. 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/MagazineJournal articlepeer-review

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 2022
  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

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