UAV remote sensing for urban vegetation mapping using random forest and texture analysis Q Feng, J Liu, J Gong Remote sensing 7 (1), 1074-1094, 2015 | 682 | 2015 |
Urban flood mapping based on unmanned aerial vehicle remote sensing and random forest classifier—A case of Yuyao, China Q Feng, J Liu, J Gong Water 7 (4), 1437-1455, 2015 | 335 | 2015 |
Winter wheat yield prediction at county level and uncertainty analysis in main wheat-producing regions of China with deep learning approaches X Wang, J Huang, Q Feng, D Yin Remote Sensing 12 (11), 1744, 2020 | 233 | 2020 |
Multisource hyperspectral and LiDAR data fusion for urban land-use mapping based on a modified two-branch convolutional neural network Q Feng, D Zhu, J Yang, B Li ISPRS International Journal of Geo-Information 8 (1), 28, 2019 | 104 | 2019 |
Integrating multitemporal Sentinel-1/2 data for coastal land cover classification using a multibranch convolutional neural network: A case of the Yellow River Delta Q Feng, J Yang, D Zhu, J Liu, H Guo, B Bayartungalag, B Li Remote Sensing 11 (9), 1006, 2019 | 93 | 2019 |
Large-scale crop mapping based on machine learning and parallel computation with grids N Yang, D Liu, Q Feng, Q Xiong, L Zhang, T Ren, Y Zhao, D Zhu, J Huang Remote Sensing 11 (12), 1500, 2019 | 87 | 2019 |
Flood mapping based on multiple endmember spectral mixture analysis and random forest classifier—The case of Yuyao, China Q Feng, J Gong, J Liu, Y Li Remote Sensing 7 (9), 12539-12562, 2015 | 70 | 2015 |
Multi-modal fusion of satellite and street-view images for urban village classification based on a dual-branch deep neural network B Chen, Q Feng, B Niu, F Yan, B Gao, J Yang, J Gong, J Liu International Journal of Applied Earth Observation and Geoinformation 109 …, 2022 | 63 | 2022 |
Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data J Liu, Q Feng, J Gong, J Zhou, J Liang, Y Li International journal of digital earth 11 (8), 783-802, 2018 | 63 | 2018 |
Social force model-based group behavior simulation in virtual geographic environments L Huang, J Gong, W Li, T Xu, S Shen, J Liang, Q Feng, D Zhang, J Sun ISPRS International Journal of Geo-Information 7 (2), 79, 2018 | 62 | 2018 |
Long-term mapping of a greenhouse in a typical protected agricultural region using landsat imagery and the google earth engine C Ou, J Yang, Z Du, Y Liu, Q Feng, D Zhu Remote Sensing 12 (1), 55, 2019 | 56 | 2019 |
Land-cover classification of the Yellow River Delta wetland based on multiple end-member spectral mixture analysis and a Random Forest classifier J Liu, Q Feng, J Gong, J Zhou, Y Li International Journal of Remote Sensing 37 (8), 1845-1867, 2016 | 53 | 2016 |
HSI-TransUNet: A transformer based semantic segmentation model for crop mapping from UAV hyperspectral imagery B Niu, Q Feng, B Chen, C Ou, Y Liu, J Yang Computers and Electronics in Agriculture 201, 107297, 2022 | 52 | 2022 |
Multi-temporal unmanned aerial vehicle remote sensing for vegetable mapping using an attention-based recurrent convolutional neural network Q Feng, J Yang, Y Liu, C Ou, D Zhu, B Niu, J Liu, B Li Remote Sensing 12 (10), 1668, 2020 | 45 | 2020 |
Mapping of plastic greenhouses and mulching films from very high resolution remote sensing imagery based on a dilated and non-local convolutional neural network Q Feng, B Niu, B Chen, Y Ren, D Zhu, J Yang, J Liu, C Ou, B Li International Journal of Applied Earth Observation and Geoinformation 102 …, 2021 | 40 | 2021 |
Building segmentation and outline extraction from UAV image-derived point clouds by a line growing algorithm Y Dai, J Gong, Y Li, Q Feng International Journal of Digital Earth 10 (11), 1077-1097, 2017 | 40 | 2017 |
Diagnose like a radiologist: Hybrid neuro-probabilistic reasoning for attribute-based medical image diagnosis G Zhao, Q Feng, C Chen, Z Zhou, Y Yu IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7400 …, 2021 | 35 | 2021 |
Urban water extraction with UAV high-resolution remote sensing data based on an improved U-Net model W Li, Y Li, J Gong, Q Feng, J Zhou, J Sun, C Shi, W Hu Remote Sensing 13 (16), 3165, 2021 | 33 | 2021 |
Improving the accuracy of land cover mapping by distributing training samples C Li, Z Ma, L Wang, W Yu, D Tan, B Gao, Q Feng, H Guo, Y Zhao Remote Sensing 13 (22), 4594, 2021 | 29 | 2021 |
Monitoring cropland dynamics of the Yellow River Delta based on multi-temporal Landsat imagery over 1986 to 2015 Q Feng, J Gong, J Liu, Y Li Sustainability 7 (11), 14834-14858, 2015 | 29 | 2015 |