Evaluating multi-seasonal SAR and optical imagery for above-ground biomass estimation using the national forest inventory of Zambia. - Kanja, Kennedy; Zhang, Ce; Atkinson, Peter M. (Int. J. Appl. Earth Obs. Geoinformation, 2025)

MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection. - Wang, Jian; Yan, Li; Yang, Jianbing; Xie, Hong; Yuan, Qiangqiang; Wei, Pengcheng; Gao, Zhao; Zhang, Ce; Atkinson, Peter M. (IEEE Trans. Image Process., 2025)

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa. - Yang, Longshan; Luo, Peng; Zhang, Zehua; Song, Yongze; Ren, Kai; Zhang, Ce; Awange, Joseph L.; Atkinson, Peter M.; Meng, Liqiu (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning. - Wang, Zhige; Zhang, Ce; Ye, Su; Lu, Rui; Shangguan, Yulin; Zhou, Tingyuan; Atkinson, Peter M.; Shi, Zhou (Int. J. Appl. Earth Obs. Geoinformation, 2024)

GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review. - Wang, Siqin; Hu, Tao; Xiao, Huang; Li, Yun; Zhang, Ce; Ning, Huan; Zhu, Rui; Li, Zhenlong; Ye, Xinyue (Int. J. Digit. Earth, 2024)

A Lightweight Building Extraction Approach for Contour Recovery in Complex Urban Environments. - He, Jiaxin; Cheng, Yong; Wang, Wei; Ren, Zhoupeng; Zhang, Ce; Zhang, Wenjie (Remote. Sens., 2024)

Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification. - Diao, Qi; Dai, Yaping; Wang, Jiacheng; Feng, Xiaoxue; Pan, Feng; Zhang, Ce (Remote. Sens., 2024)

Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification. - Lu, Yuanbing; Li, Huapeng; Zhang, Ce; Zhang, Shuqing (Remote. Sens., 2024)

Downscaling Satellite Night-Time Light Imagery While Addressing the Blooming Effect. - Tziokas, Nikolaos; Zhang, Ce; Tziokas, Alexandros; Wang, Qunming; Atkinson, Peter M. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification. - Han, Zhu; Zhang, Ce; Gao, Lianru; Zeng, Zhiqiang; Ng, Michael K.; Zhang, Bing; Chanussot, Jocelyn (IEEE Trans. Geosci. Remote. Sens., 2024)

Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification. - Han, Zhu; Zhang, Ce; Gao, Lianru; Zeng, Zhiqiang; Ng, Michael K.; Zhang, Bing; Chanussot, Jocelyn (CoRR, 2024)

Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model. - Tziokas, Nikolaos; Zhang, Ce; Drolias, Garyfallos C.; Atkinson, Peter M. (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Multi-scale Feature Fusion and Transformer Network for urban green space segmentation from high-resolution remote sensing images. - Cheng, Yong; Wang, Wei; Ren, Zhoupeng; Zhao, Yingfen; Liao, Yilan; Ge, Yong; Wang, Jun; He, Jiaxin; Gu, Yakang; Wang, Yixuan; Zhang, Wenjie; Zhang, Ce (Int. J. Appl. Earth Obs. Geoinformation, 2023)

PA during the COVID-19 outbreak in China: a cross-sectional study. - Nie, Yingjun; Ma, Yuanyan; Li, Xiaodong; Wu, Yankong; Liu, Weixin; Tan, Zhenke; Li, Jiahui; Zhang, Ce; Lv, Chennan; Liu, Ting (Neural Comput. Appl., 2023)

Efficient large-scale oblique image matching based on cascade hashing and match data scheduling. - Zhang, Qiyuan; Zheng, Shunyi; Zhang, Ce; Wang, Xiqi; Li, Rui (Pattern Recognit., 2023)

UAV Photogrammetry in Intertidal Mudflats: Accuracy, Efficiency, and Potential for Integration with Satellite Imagery. - Chen, Chunpeng; Tian, Bo; Wu, Wenting; Duan, Yuanqiang; Zhou, Yunxuan; Zhang, Ce (Remote. Sens., 2023)

Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid. - Zhang, Xinzheng; Hu, Dong; Li, Sheng; Luo, Yuqing; Li, Jinlin; Zhang, Ce (Remote. Sens., 2023)

Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery. - Zhu, Dongyu; Zhou, Chunxia; Zhu, Yikai; Wang, Tao; Zhang, Ce (Remote. Sens., 2023)

A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection. - Wang, Yanheng; Sha, Jianjun; Gao, Lianru; Zhang, Yonggang; Rong, Xianhui; Zhang, Ce (IEEE Trans. Geosci. Remote. Sens., 2023)

Multifeature Collaborative Fusion Network With Deep Supervision for SAR Ship Classification. - Zheng, Hao; Hu, Zhigang; Yang, Liu; Xu, Aikun; Zheng, Meiguang; Zhang, Ce; Li, Keqin (IEEE Trans. Geosci. Remote. Sens., 2023)

An attention-based U-Net for detecting deforestation within satellite sensor imagery. - John, David; Zhang, Ce (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Land cover classification from remote sensing images based on multi-scale fully convolutional network. - Li, Rui; Zheng, Shunyi; Duan, Chenxi; Wang, Libo; Zhang, Ce (Geo spatial Inf. Sci., 2022)

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification. - Gu, Xiaowei; Zhang, Ce; Shen, Qiang; Han, Jungong; Angelov, Plamen P.; Atkinson, Peter M. (Inf. Fusion, 2022)

MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images. - Li, Rui; Duan, Chenxi; Zheng, Shunyi; Zhang, Ce; Atkinson, Peter M. (IEEE Geosci. Remote. Sens. Lett., 2022)

First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification. - Li, Erzhu; Samat, Alim; Zhang, Ce; Du, Peijun; Liu, Wei (IEEE Geosci. Remote. Sens. Lett., 2022)

Multistage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images. - Li, Rui; Zheng, Shunyi; Duan, Chenxi; Su, Jianlin; Zhang, Ce (IEEE Geosci. Remote. Sens. Lett., 2022)

Class-Guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery. - Meng, Xiaoliang; Yang, Yuechi; Wang, Libo; Wang, Teng; Li, Rui; Zhang, Ce (IEEE Geosci. Remote. Sens. Lett., 2022)

A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images. - Wang, Libo; Li, Rui; Duan, Chenxi; Zhang, Ce; Meng, Xiaoliang; Fang, Shenghui (IEEE Geosci. Remote. Sens. Lett., 2022)

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis. - Gu, Xiaowei; Angelov, Plamen P.; Zhang, Ce; Atkinson, Peter M. (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Superpixel-Based Attention Graph Neural Network for Semantic Segmentation in Aerial Images. - Diao, Qi; Dai, Yaping; Zhang, Ce; Wu, Yan; Feng, Xiaoxue; Pan, Feng (Remote. Sens., 2022)

Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China. - Guo, Rui; Zhu, Xiufang; Zhang, Ce; Cheng, Changxiu (Remote. Sens., 2022)

Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification. - Zhang, Huaizhong; Altham, Callum; Trovati, Marcello; Zhang, Ce; Rolland, Iain; Lawal, Lanre; Wegbu, Dozien; Ajienka, Nemitari (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images. - Li, Rui; Zheng, Shunyi; Zhang, Ce; Duan, Chenxi; Su, Jianlin; Wang, Libo; Atkinson, Peter M. (IEEE Trans. Geosci. Remote. Sens., 2022)

Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics. - Chen, Chunpeng; Zhang, Ce; Wu, Wenting; Jiang, Wenhao; Tian, Bo; Zhou, Yunxuan (2022)

Ensembles of multiple spectral water indices for improving surface water classification. - Wen, Zhaofei; Zhang, Ce; Shao, Guofan; Wu, Shengjun; Atkinson, Peter M. (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery. - Li, Huapeng; Zhang, Ce; Zhang, Shuqing; Ding, Xiaohui; Atkinson, Peter M. (Int. J. Appl. Earth Obs. Geoinformation, 2021)

A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery. - Li, Huapeng; Zhang, Ce; Zhang, Yong; Zhang, Shuqing; Ding, Xiaohui; Atkinson, Peter M. (Int. J. Digit. Earth, 2021)

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data. - Li, Fanggang; Li, Erzhu; Zhang, Ce; Samat, Alim; Liu, Wei; Li, Chunmei; Atkinson, Peter M. (Remote. Sens., 2021)

Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images. - Jin, Yuwei; Xu, Wenbo; Zhang, Ce; Luo, Xin; Jia, Haitao (Remote. Sens., 2021)

An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification. - Ding, Xiaohui; Li, Yong; Yang, Ji; Li, Huapeng; Liu, Lingjia; Liu, Yangxiaoyue; Zhang, Ce (Remote. Sens., 2021)

ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery. - Wen, Xiang; Li, Xing; Zhang, Ce; Han, Wenquan; Li, Erzhu; Liu, Wei; Zhang, Lianpeng (Remote. Sens., 2021)

Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images. - Wang, Libo; Zhang, Ce; Li, Rui; Duan, Chenxi; Meng, Xiaoliang; Atkinson, Peter M. (Remote. Sens., 2021)

R-YOLO: A Real-Time Text Detector for Natural Scenes with Arbitrary Rotation. - Wang, Xiqi; Zheng, Shunyi; Zhang, Ce; Li, Rui; Gui, Li (Sensors, 2021)

Framework to Create Cloud-Free Remote Sensing Data Using Passenger Aircraft as the Platform. - Wang, Chisheng; Wang, Shuying; Cui, Hongxing; Sebela, Monja B.; Zhang, Ce; Gu, Xiaowei; Fang, Xu; Hu, Zhongwen; Tang, Qiandi; Wang, Yongquan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Automatic Detection and Mapping of Espeletia Plants from UAV Imagery. - Rodriguez, Jorge; Zhang, Ce; Lizarazo, Ivan; Prieto, Flavio (2021)

Efficient Hybrid Transformer: Learning Global-local Context for Urban Sence Segmentation. - Wang, Libo; Fang, Shenghui; Zhang, Ce; Li, Rui; Duan, Chenxi (CoRR, 2021)

Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm. - Li, Huapeng; Zhang, Ce; Zhang, Shuqing; Atkinson, Peter M. (Int. J. Appl. Earth Obs. Geoinformation, 2020)

Remotely Sensed Mid-Channel Bar Dynamics in Downstream of the Three Gorges Dam, China. - Wen, Zhaofei; Yang, Hong; Zhang, Ce; Shao, Guofan; Wu, Shengjun (Remote. Sens., 2020)

Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection. - Zhang, Xinzheng; Liu, Guo; Zhang, Ce; Atkinson, Peter M.; Tan, Xiaoheng; Jian, Xin; Zhou, Xichuan; Li, Yongming (Remote. Sens., 2020)

Two-Phase Object-Based Deep Learning for Multi-temporal SAR Image Change Detection. - Zhang, Xinzheng; Liu, Guo; Zhang, Ce; Atkinson, Peter M.; Tan, Xiaoheng; Jian, Xin; Zhou, Xichuan; Li, Yongming (CoRR, 2020)

A Robust Imbalanced SAR Image Change Detection Approach Based on Deep Difference Image and PCANet. - Zhang, Xinzheng; Su, Hang; Zhang, Ce; Atkinson, Peter M.; Tan, Xiaoheng; Zeng, Xiaoping; Jian, Xin (CoRR, 2020)

Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning. - Zhang, Xinzheng; Su, Hang; Zhang, Ce; Gu, Xiaowei; Tan, Xiaoheng; Atkinson, Peter M. (CoRR, 2020)

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California. - Li, Huapeng; Zhang, Ce; Zhang, Shuqing; Atkinson, Peter M. (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Monitoring Land Cover Change and Disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area, Based on Remote Sensing Time-Series Images from 1987 to 2018. - Bai, Xuyu; Du, Peijun; Guo, Shanchuan; Zhang, Peng; Lin, Cong; Tang, Pengfei; Zhang, Ce (Remote. Sens., 2019)

A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery. - Li, Huapeng; Zhang, Ce; Zhang, Shuqing; Atkinson, Peter M. (Remote. Sens., 2019)

Assessing the Uncertainty of Tree Height and Aboveground Biomass From Terrestrial Laser Scanner and Hypsometer Using Airborne LiDAR Data in Tropical Rainforests. - Ojoatre, Sadadi; Zhang, Ce; Hussin, Yousif Ali; Kloosterman, Henk E.; Ismail, Mohd Hasmadi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes. - Gu, Xiaowei; Angelov, Plamen P.; Zhang, Ce; Atkinson, Peter M. (IEEE Geosci. Remote. Sens. Lett., 2018)

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images. - Zhang, Ce; Sargent, Isabel; Pan, Xin; Gardiner, Andy; Hare, Jonathon S.; Atkinson, Peter M. (IEEE Trans. Geosci. Remote. Sens., 2018)

Novel shape indices for vector landscape pattern analysis. - Zhang, Ce; Atkinson, Peter M. (Int. J. Geogr. Inf. Sci., 2016)

Performance Evaluation of Cluster Validity Indices (CVIs) on Multi/Hyperspectral Remote Sensing Datasets. - Li, Huapeng; Zhang, Shuqing; Ding, Xiaohui; Zhang, Ce; Dale, Patricia (Remote. Sens., 2016)