Ce Zhang - Publications & Outputs - Research Portal

Dr Ce Zhang

Research student

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Published
Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model
Tziokas, N., Zhang, C., Drolias, G. & Atkinson, P., 1/08/2023, In: International Journal of Applied Earth Observation and Geoinformation. 122, p. 1-14 14 p., 103395.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Deep learning for land cover and land use classification
Zhang, C., 2018, Lancaster University. 267 p.
Research output: Thesis › Doctoral Thesis
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
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
Published
Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping
Wang, Z., Zhang, C. & Atkinson, P., 20/10/2022, In: Frontiers in Environmental Science. 10, 12 p., 973192.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Class-guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery
Meng, X., Yang, Y., Wang, L., Wang, T., Li, R. & Zhang, C., 17/10/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 10, 5 p., 6517505.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
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/ISSN › Conference contribution/Paper › peer-review
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
Published
Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics
Chen, C., Zhang, C., Wu, W., Jiang, W., Tian, B. & Zhou, Y., 28/09/2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 7767-7770 4 p. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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/Magazine › Journal article › peer-review
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
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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
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
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
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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
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
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

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Research

Dr Ce Zhang

Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

Deep learning for land cover and land use classification

Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

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

Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping

Class-guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

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

Automatic Detection and Mapping of Espeletia Plants from UAV Imagery

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

Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China

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

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

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

An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification

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

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

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

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

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

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

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

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

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