Tao Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 40

Top Topics

Change Detection

Satellite Images

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Can Li, Tao Chen, Kun Jia, Antonio Plaza
Coupling Analysis Between Ecological Environment Change and Urbanization Process in the Middle Reaches of Yangtze River Urban Agglomeration, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Zhihai Li, Anchi Shi, Xinran Li, Jie Dou, Sijia Li, Tingxuan Chen, Tao Chen
Deep Learning-Based Landslide Recognition Incorporating Deformation Characteristics. Remote. Sens. 16 (6) (2024)
Tao Chen, Xiao Gao, Gang Liu, Chen Wang, Zeyang Zhao, Jie Dou, Ruiqing Niu, Antonio J. Plaza
BisDeNet: A New Lightweight Deep Learning-Based Framework for Efficient Landslide Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yue Yang, Tao Chen, Tao Lei, Bo Du, Asoke K. Nandi, Antonio Plaza
SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zeyang Zhao, Tao Chen, Jie Dou, Gang Liu, Antonio Plaza
Landslide Susceptibility Mapping Considering Landslide Local-Global Features Based on CNN and Transformer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Tao Chen, Qingye Wang, Zeyang Zhao, Gang Liu, Jie Dou, Antonio Plaza
LCFSTE: Landslide Conditioning Factors and Swin Transformer Ensemble for Landslide Susceptibility Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jiao Pan, Ziwei Wang, Tao Chen, Kun Jia, Antonio Plaza
Spatial and Temporal Change Monitoring of Wetland Urban Ecology Based on a Remote Sensing Ecological Index Considering Full Elements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Chen Wang, Tao Chen, Antonio Plaza
MFE-ResNet: A new extraction framework for land cover characterization in mining areas. Future Gener. Comput. Syst. 145 (2023)
Xiaoxiong Zheng, Tao Chen
High spatial resolution remote sensing image segmentation based on the multiclassification model and the binary classification model. Neural Comput. Appl. 35 (5) (2023)
Renxiang Huang, Tao Chen
Landslide Recognition from Multi-Feature Remote Sensing Data Based on Improved Transformers. Remote. Sens. 15 (13) (2023)
Liang Lv, Tao Chen, Jun Li
An Interpretation Study on the ML Models for Landslide Susceptibility Mapping. IGARSS (2023)
Na Lin, Di Zhang, Shanshan Feng, Kai Ding, Libing Tan, Bin Wang, Tao Chen, Weile Li, Xiaoai Dai, Jianping Pan, Feifei Tang
Rapid Landslide Extraction from High-Resolution Remote Sensing Images Using SHAP-OPT-XGBoost. Remote. Sens. 15 (15) (2023)
Na Lin, Hailin Quan, Jing He, Shuangtao Li, Maochi Xiao, Bin Wang, Tao Chen, Xiaoai Dai, Jianping Pan, Nanjie Li
Urban Vegetation Extraction from High-Resolution Remote Sensing Imagery on SD-UNet and Vegetation Spectral Features. Remote. Sens. 15 (18) (2023)
Yue Yang, Tao Chen, Jun Li
SRNet: Siamese Residual Network for Remote Sensing Change Detection. IGARSS (2023)
Tao Chen, Dikun Yang
Modeling and Inversion of Airborne and Semi-Airborne Transient Electromagnetic Data with Inexact Transmitter and Receiver Geometries. Remote. Sens. 14 (4) (2022)
Tao Chen, Guibin Zhang
Mineral Exploration Potential Estimation Using 3D Inversion: A Comparison of Three Different Norms. Remote. Sens. 14 (11) (2022)
Guoli Li, Shuang Liu, Xiange Jian, Dan Zhu, Lihua Fu, Tao Chen, Xiangyun Hu
Identifying the Lineament Structure Cooperatively Using the Airborne Gravimetric, Magnetic, and Remote Sensing Data: A Case Study From the Pobei Area, NW China. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Tao Chen, Zhiyuan Lu, Yue Yang, Yuxiang Zhang, Bo Du, Antonio Plaza
A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Tao Chen, Xiaoxiong Zheng, Ruiqing Niu, Antonio Plaza
Open-Pit Mine Area Mapping With Gaofen-2 Satellite Images Using U-Net+. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Lingran Zhao, Ruiqing Niu, Bingquan Li, Tao Chen, Yueyue Wang
Application of Improved Instance Segmentation Algorithm Based on VoVNet-v2 in Open-Pit Mines Remote Sensing Pre-Survey. Remote. Sens. 14 (11) (2022)
Liang Lv, Tao Chen, Jie Dou, Antonio Plaza
A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Tao Chen, Yang Liu, Yuxiang Zhang, Bo Du, Antonio Plaza
Superpixel-Based Collaborative and Low-Rank Regularization for Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Tong Liu, Tao Chen, Ruiqing Niu, Antonio Plaza
Landslide Detection Mapping Employing CNN, ResNet, and DenseNet in the Three Gorges Reservoir, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Ke Wu, Tao Chen, Ying Xu, Dongwei Song, Haishan Li
A Novel Change Detection Approach Based on Spectral Unmixing from Stacked Multitemporal Remote Sensing Images with a Variability of Endmembers. Remote. Sens. 13 (13) (2021)
Lulu Wan, Tao Chen, Antonio Plaza, Haojie Cai
Hyperspectral Unmixing Based on Spectral and Sparse Deep Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuxiang Zhang, Yanni Dong, Ke Wu, Tao Chen
Hyperspectral Anomaly Detection With Otsu-Based Isolation Forest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xiao Gao, Tao Chen, Ruiqing Niu, Antonio Plaza
Recognition and Mapping of Landslide Using a Fully Convolutional DenseNet and Influencing Factors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Haojie Cai, Tao Chen, Ruiqing Niu, Antonio Plaza
Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Dinghua Xue, Tao Lei, Xiaohong Jia, Xingwu Wang, Tao Chen, Asoke K. Nandi
Unsupervised Change Detection Using Multiscale and Multiresolution Gaussian-Mixture-Model Guided by Saliency Enhancement. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yongbo Wu, Ruiqing Niu, Yi Wang, Tao Chen
A Fast Deploying Monitoring and Real-Time Early Warning System for the Baige Landslide in Tibet, China. Sensors 20 (22) (2020)
Tao Chen, Naixun Hu, Ruiqing Niu, Na Zhen, Antonio Plaza
Object-Oriented Open-Pit Mine Mapping Using Gaofen-2 Satellite Image and Convolutional Neural Network, for the Yuzhou City, China. Remote. Sens. 12 (23) (2020)
Yuxiang Zhang, Kai He, Yanni Dong, Ke Wu, Tao Chen
Joint Sparse Representation and Multitask Learning for Hyperspectral Anomaly Detection. IGARSS (2020)
Haojie Cai, Tao Chen
Multi-Dimension CNN for Hyperspectral Image Classificaton. IGARSS (2020)
Yingxu Song, Ruiqing Niu, Shiluo Xu, Runqing Ye, Ling Peng, Tao Guo, Shiyao Li, Tao Chen
Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China). ISPRS Int. J. Geo Inf. 8 (1) (2019)
Tao Lei, Qi Zhang, Dinghua Xue, Tao Chen, Hongying Meng, Asoke K. Nandi
End-to-end Change Detection Using a Symmetric Fully Convolutional Network for Landslide Mapping. ICASSP (2019)
Yetao Yang, Ke Wu, Yi Wang, Tao Chen, Xiang Wang
Two-Layered Graph-Cuts-Based Classification of LiDAR Data in Urban Areas. Sensors 19 (21) (2019)
Tao Chen, Xujia Zhang, Ruiqing Niu
The Relationship between Urban Land Surface Material Fractions and Brightness Temperature Based on MESMA. Remote. Sens. 9 (6) (2017)
Tao Chen, John C. Trinder, Ruiqing Niu
Object-Oriented Landslide Mapping Using ZY-3 Satellite Imagery, Random Forest and Mathematical Morphology, for the Three-Gorges Reservoir, China. Remote. Sens. 9 (4) (2017)
Yi Wang, Yetao Yang, Tao Chen
Spectral-spatial adaptive and well-balanced flow-based anisotropic diffusion for multispectral image denoising. J. Vis. Commun. Image Represent. 43 (2017)
Anchang Sun, Tao Chen, Ruiqing Niu
Urbanization analysis in Wuhan area from 1991 to 2013 based on MESMA. IGARSS (2016)
Yi Wang, Ke Wu, Tao Chen
A gradient and Laplacian based reaction-diffusion filter for hyperspectral image denosing. WHISPERS (2015)
Yi Wang, Ke Wu, Yetao Yang, Tao Chen
Gradient and Laplacian-Based Hyperspectral Anisotropic Diffusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Bo Du, Liangpei Zhang, Dacheng Tao, Nan Wang, Tao Chen
A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. ICCH (2012)