An object-based convolutional neural network (OCNN) for urban land use classification C Zhang, I Sargent, X Pan, H Li, A Gardiner, J Hare, PM Atkinson Remote sensing of environment 216, 57-70, 2018 | 462 | 2018 |
Joint Deep Learning for land cover and land use classification C Zhang, I Sargent, X Pan, H Li, A Gardiner, J Hare, PM Atkinson Remote sensing of environment 221, 173-187, 2019 | 432 | 2019 |
A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification C Zhang, X Pan, H Li, A Gardiner, I Sargent, J Hare, PM Atkinson ISPRS Journal of Photogrammetry and Remote Sensing 140, 133-144, 2018 | 411 | 2018 |
Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification C Zhang, PA Harrison, X Pan, H Li, I Sargent, PM Atkinson Remote Sensing of Environment 237, 111593, 2020 | 106 | 2020 |
Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm H Li, C Zhang, S Zhang, PM Atkinson International Journal of Applied Earth Observation and Geoinformation 87, 102032, 2020 | 69 | 2020 |
Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California H Li, C Zhang, S Zhang, PM Atkinson International Journal of Applied Earth Observation and Geoinformation 74, 45-56, 2019 | 45 | 2019 |
Performance evaluation of cluster validity indices (CVIs) on multi/hyperspectral remote sensing datasets H Li, S Zhang, X Ding, C Zhang, P Dale Remote Sensing 8 (4), 295, 2016 | 40 | 2016 |
Temporal Sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series H Li, Y Tian, C Zhang, S Zhang, PM Atkinson The Crop Journal 10 (5), 1507-1516, 2022 | 28 | 2022 |
A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images H Chen, H Li, Z Liu, C Zhang, S Zhang, PM Atkinson Remote Sensing of Environment 295, 113679, 2023 | 27 | 2023 |
A novel unsupervised Levy flight particle swarm optimization (ULPSO) method for multispectral remote-sensing image classification H Li, S Zhang, C Zhang, P Li, R Cropp International Journal of Remote Sensing 38 (23), 6970-6992, 2017 | 26 | 2017 |
Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery H Li, C Zhang, S Zhang, X Ding, PM Atkinson International Journal of Applied Earth Observation and Geoinformation 102 …, 2021 | 24 | 2021 |
A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery H Li, C Zhang, Y Zhang, S Zhang, X Ding, PM Atkinson International Journal of Digital Earth 14 (11), 1528-1546, 2021 | 23 | 2021 |
An improved ant colony algorithm for optimized band selection of hyperspectral remotely sensed imagery X Ding, H Li, J Yang, P Dale, X Chen, C Jiang, S Zhang IEEE Access 8, 25789-25799, 2020 | 22 | 2020 |
A hybrid OSVM-OCNN method for crop classification from fine spatial resolution remotely sensed imagery H Li, C Zhang, S Zhang, PM Atkinson Remote Sensing 11 (20), 2370, 2019 | 22 | 2019 |
A novel multi-parameter support vector machine for image classification C Zhang, T Wang, PM Atkinson, X Pan, H Li International journal of remote sensing 36 (7), 1890-1906, 2015 | 22 | 2015 |
Comparison of swarm intelligence algorithms for optimized band selection of hyperspectral remote sensing image D Xiaohui, L Huapeng, L Yong, Y Ji, Z Shuqing Open Geosciences 12 (1), 425-442, 2020 | 18 | 2020 |
An adaptive capsule network for hyperspectral remote sensing classification X Ding, Y Li, J Yang, H Li, L Liu, Y Liu, C Zhang Remote Sensing 13 (13), 2445, 2021 | 16 | 2021 |
A restrictive polymorphic ant colony algorithm for the optimal band selection of hyperspectral remote sensing images X Ding, S Zhang, H Li, P Wu, P Dale, L Liu, S Cheng International Journal of Remote Sensing 41 (3), 1093-1117, 2020 | 15 | 2020 |
Land cover classification with multi-source data using evidential reasoning approach H Li, S Zhang, Y Sun, J Gao Chinese Geographical Science 21, 312-321, 2011 | 13 | 2011 |
Effects of normalized difference vegetation index and related wavebands’ characteristics on detecting spatial heterogeneity using variogram-based analysis Z Wen, C Zhang, S Zhang, C Ding, C Liu, X Pan, H Li, Y Sun Chinese Geographical Science 22, 188-195, 2012 | 12 | 2012 |