| Building extraction in very high resolution remote sensing imagery using deep learning and guided filters Y Xu, L Wu, Z Xie, Z Chen Remote Sensing 10 (1), 144, 2018 | 510 | 2018 |
| Road extraction from high-resolution remote sensing imagery using deep learning Y Xu, Z Xie, Y Feng, Z Chen Remote Sensing 10 (9), 1461, 2018 | 274 | 2018 |
| BOMSC-Net: Boundary optimization and multi-scale context awareness based building extraction from high-resolution remote sensing imagery Y Zhou, Z Chen, B Wang, S Li, H Liu, D Xu, C Ma IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2022 | 81 | 2022 |
| Quality assessment of building footprint data using a deep autoencoder network Y Xu, Z Chen, Z Xie, L Wu International Journal of Geographical Information Science 31 (10), 1929-1951, 2017 | 70 | 2017 |
| EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement Z Chen, Y Zhou, B Wang, X Xu, N He, S Jin, S Jin ISPRS Journal of Photogrammetry and Remote Sensing 191, 203-222, 2022 | 65 | 2022 |
| Discovering the joint influence of urban facilities on crime occurrence using spatial co-location pattern mining Z He, M Deng, Z Xie, L Wu, Z Chen, T Pei Cities 99, 102612, 2020 | 63 | 2020 |
| Landslide susceptibility mapping using machine learning algorithm validated by persistent scatterer In-SAR technique MA Hussain, Z Chen, Y Zheng, M Shoaib, SU Shah, N Ali, Z Afzal Sensors 22 (9), 3119, 2022 | 57 | 2022 |
| A framework for urban land use classification by integrating the spatial context of points of interest and graph convolutional neural network method Y Xu, B Zhou, S Jin, X Xie, Z Chen, S Hu, N He Computers, Environment and Urban Systems 95, 101807, 2022 | 55 | 2022 |
| Road network generalization considering traffic flow patterns W Yu, Y Zhang, T Ai, Q Guan, Z Chen, H Li International Journal of Geographical Information Science 34 (1), 119-149, 2020 | 54 | 2020 |
| Multiscale analysis of the influence of street built environment on crime occurrence using street-view images HE Zhanjun, Z Wang, Z Xie, L Wu, Z Chen Computers, Environment and Urban Systems 97, 101865, 2022 | 53 | 2022 |
| PS-InSAR-based validated landslide susceptibility mapping along Karakorum Highway, Pakistan MA Hussain, Z Chen, R Wang, M Shoaib Remote Sensing 13 (20), 4129, 2021 | 53 | 2021 |
| Application of a graph convolutional network with visual and semantic features to classify urban scenes Y Xu, S Jin, Z Chen, X Xie, S Hu, Z Xie International Journal of Geographical Information Science 36 (10), 2009-2034, 2022 | 52 | 2022 |
| Intelligent image semantic segmentation: a review through deep learning techniques for remote sensing image analysis B Jiang, X An, S Xu, Z Chen Journal of the Indian society of remote sensing 51 (9), 1865-1878, 2023 | 43 | 2023 |
| Landslide susceptibility mapping using machine learning algorithm: a case study along Karakoram Highway (KKH), Pakistan MA Hussain, Z Chen, I Kalsoom, A Asghar, M Shoaib Journal of the Indian Society of Remote Sensing 50 (5), 849-866, 2022 | 43 | 2022 |
| Shape similarity measurement model for holed polygons based on position graphs and Fourier descriptors Y Xu, Z Xie, Z Chen, L Wu International Journal of Geographical Information Science 31 (2), 253-279, 2017 | 39 | 2017 |
| A knowledge-driven geospatially enabled framework for geological big data L Wu, L Xue, C Li, X Lv, Z Chen, B Jiang, M Guo, Z Xie ISPRS International Journal of Geo-Information 6 (6), 166, 2017 | 38 | 2017 |
| Sentinel-1A for monitoring land subsidence of coastal city of Pakistan using Persistent Scatterers In-SAR technique MA Hussain, Z Chen, M Shoaib, SU Shah, J Khan, Z Ying Scientific Reports 12 (1), 5294, 2022 | 37 | 2022 |
| Impact of high-speed rail on urban economic development: An observation from the Beijing-Guangzhou line based on night-time light images Y Guo, W Yu, Z Chen, R Zou Socio-economic planning sciences 72, 100905, 2020 | 35 | 2020 |
| Landslide susceptibility mapping using machine learning algorithm MA Hussain, Z Chen, R Wang, SU Shah, M Shoaib, N Ali, D Xu, C Ma Civ. Eng. J 8, 209-224, 2022 | 32 | 2022 |
| Spatially oriented convolutional neural network for spatial relation extraction from natural language texts Q Qiu, Z Xie, K Ma, Z Chen, L Tao Transactions in GIS 26 (2), 839-866, 2022 | 31 | 2022 |