Yifang Ban

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 63

Top Topics

Change Detection

Top Venues

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

Publications

Yunfei Zhou, Xiaohui Huang, Xiaofei Yang, Jiangtao Peng, Yifang Ban
DCTN: Dual-Branch Convolutional Transformer Network With Efficient Interactive Self-Attention for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sebastian Hafner, Heng Fang, Hossein Azizpour, Yifang Ban
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration. CoRR (2024)
Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban
Unsupervised flood detection on SAR time series using variational autoencoder. Int. J. Appl. Earth Obs. Geoinformation 126 (2024)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Puzhao Zhang, Xikun Hu, Yifang Ban, Andrea Nascetti, Maoguo Gong
Assessing Sentinel-2, Sentinel-1, and ALOS-2 PALSAR-2 Data for Large-Scale Wildfire-Burned Area Mapping: Insights from the 2017-2019 Canada Wildfires. Remote. Sens. 16 (3) (2024)
Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. JURSE (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data. Remote. Sens. 15 (21) (2023)
Sebastian Hafner, Yifang Ban
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping with a Partly Missing Optical Modality. IGARSS (2023)
Ritu Yadav, Andrea Nascetti, Yifang Ban
Context-Aware Change Detection With Semi-Supervised Learning. CoRR (2023)
Puzhao Zhang, Yifang Ban
Unsupervised Geospatial Domain Adaptation for Large-Scale Wildfire Burned Area Mapping Using Sentinel-2 MSI and Sentinel-1 SAR Data. IGARSS (2023)
Sebastian Hafner, Yifang Ban
Multi-Modal Deep Learning for Multi-Temporal Urban Mapping With a Partly Missing Optical Modality. CoRR (2023)
Manuel Nhangumbe, Andrea Nascetti, Yifang Ban
Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique. ISPRS Int. J. Geo Inf. 12 (2) (2023)
Yu Zhao, Yifang Ban, Josephine Sullivan
Tokenized Time-Series in Satellite Image Segmentation With Transformer Network for Active Fire Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ritu Yadav, Andrea Nascetti, Yifang Ban
Context-Aware Change Detection with Semi-Supervised Learning. IGARSS (2023)
Andrea Nascetti, Ritu Yadav, Yifang Ban
A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series. IGARSS (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. CoRR (2023)
Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. CoRR (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. JURSE (2023)
Ritu Yadav, Andrea Nascetti, Yifang Ban
A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series. CoRR (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. IGARSS (2022)
Ritu Yadav, Andrea Nascetti, Yifang Ban
Attentive Dual Stream Siamese U-Net for Flood Detection on Multi-Temporal Sentinel-1 Data. IGARSS (2022)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. CoRR (2022)
Puzhao Zhang, Xikun Hu, Yifang Ban
Wildfire-S1S2-Canada: A Large-Scale Sentinel-1/2 Wildfire Burned Area Mapping Dataset Based on the 2017-2019 Wildfires in Canada. IGARSS (2022)
Xian Li, Xiaofei Yang, Xutao Li, Shijian Lu, Yunming Ye, Yifang Ban
GCDB-UNet: A novel robust cloud detection approach for remote sensing images. Knowl. Based Syst. 238 (2022)
Theodomir Mugiraneza, Sebastian Hafner, Jan Haas, Yifang Ban
Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles. Int. J. Appl. Earth Obs. Geoinformation 109 (2022)
Xikun Hu, Puzhao Zhang, Yifang Ban
Gan-based SAR to Optical Image Translation in Fire-Disturbed Regions. IGARSS (2022)
Ritu Yadav, Andrea Nascetti, Yifang Ban
Attentive Dual Stream Siamese U-net for Flood Detection on Multi-temporal Sentinel-1 Data. CoRR (2022)
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza
Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban
Unsupervised Flood Detection on SAR Time Series. CoRR (2022)
Sebastian Hafner, Andrea Nascetti, Hossein Azizpour, Yifang Ban
Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban
A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Yu Zhao, Yifang Ban
GOES-R Time Series for Early Detection of Wildfires with Deep GRU-Network. Remote. Sens. 14 (17) (2022)
Yu Zhao, Yifang Ban
Global Scale Burned Area Mapping Using Bi-Temporal ALOS-2 PALSAR-2 L-Band Data. IGARSS (2022)
Ritu Yadav, Andrea Nascetti, Yifang Ban
Building Change Detection using Multi-Temporal Airborne LiDAR Data. CoRR (2022)
Yu Zhao, Yifang Ban, Andrea Nascetti
Early Detection of Wildfires with GOES-R Time-Series and Deep GRU Network. IGARSS (2021)
Xikun Hu, Yifang Ban, Andrea Nascetti
Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach. Int. J. Appl. Earth Obs. Geoinformation 101 (2021)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning. IGARSS (2021)
Xikun Hu, Yifang Ban, Andrea Nascetti
Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning. Remote. Sens. 13 (8) (2021)
Jun Chen, Lijun Chen, Fei Chen, Yifang Ban, Songnian Li, Gang Han, Xiaohua Tong, Chuang Liu, Vanya Stamenova, Stefan Stamenov
Collaborative validation of GlobeLand30: Methodology and practices. Geo spatial Inf. Sci. 24 (1) (2021)
Bo Mao, Yifang Ban, Björn Laumert
Dynamic Online 3D Visualization Framework for Real-Time Energy Simulation Based on 3D Tiles. ISPRS Int. J. Geo Inf. 9 (3) (2020)
Oliver Stromann, Andrea Nascetti, Osama Yousif, Yifang Ban
Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine. Remote. Sens. 12 (1) (2020)
Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban
Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing. Remote. Sens. 12 (18) (2020)
Alexander W. Jacob, Claudia Notarnicola, Gopika Suresh, Oleg Antropov, Shaojia Ge, Jaan Praks, Yifang Ban, Eric Pottier, Jordi J. Mallorquí, Javier Duro, Marcus E. Engdahl, Fernando Vicente-Guijalba, Carlos López-Martínez, Juan M. Lopez-Sanchez, Marius Litzinger, Harald Kristen, Alejandro Mestre-Quereda, Dariusz Ziolkowski, Marco Lavalle
Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Dorothy Furberg, Yifang Ban, Ulla Mörtberg
Monitoring Urban Green Infrastructure Changes and Impact on Habitat Connectivity Using High-Resolution Satellite Data. Remote. Sens. 12 (18) (2020)
Puzhao Zhang, Maoguo Gong, Hui Zhang, Jia Liu, Yifang Ban
Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
Dorothy Furberg, Yifang Ban, Andrea Nascetti
Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data. Remote. Sens. 11 (20) (2019)
Wei Wang, Deliang Xiang, Yifang Ban, Jun Zhang, Jianwei Wan
Superpixel-Based Segmentation of Polarimetric SAR Images through Two-Stage Merging. Remote. Sens. 11 (4) (2019)
Tao Zhang, Zhen Yang, Bo Mao, Jian Yang, Yifang Ban, Huilin Xiong
Ship Detection Using the Surface Scattering Similarity and Scattering Power. IGARSS (2019)
Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban
WorldView-2 Data for Hierarchical Object-Based Urban Land Cover Classification in Kigali: Integrating Rule-Based Approach with Urban Density and Greenness Indices. Remote. Sens. 11 (18) (2019)
Tao Zhang, Yifang Ban, Huilin Xiong, Wenxian Yu
A Ship Detector Based on the Improved Polarimetric Covariance Difference Matrix. IGARSS (2018)
Mohammad Kakooei, Andrea Nascetti, Yifang Ban
Sentinel-L Global Coverage Foreshortening Mask Extraction: an Open Source Implementation Based on Google Earth Engine. IGARSS (2018)
Jan Haas, Yifang Ban
Urban Land Cover and Ecosystem Service Changes based on Sentinel-2A MSI and Landsat TM Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (2) (2018)
Jan Haas, Yifang Ban
Mapping and Monitoring Urban Ecosystem Services Using Multitemporal High-Resolution Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (2) (2017)
Wei Wang, Deliang Xiang, Yifang Ban, Jun Zhang, Jianwei Wan
Superpixel Segmentation of Polarimetric SAR Images Based on Integrated Distance Measure and Entropy Rate Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (9) (2017)
Yifang Ban, Luke Webber, Paolo Gamba, Marc Paganini
EO4Urban: Sentinel-1A SAR and Sentinel-2A MSI data for global urban services. JURSE (2017)
Jingyi Lin, Yifang Ban
Comparative Analysis on Topological Structures of Urban Street Networks. ISPRS Int. J. Geo Inf. 6 (10) (2017)
Osama Yousif, Yifang Ban
Fusion of SAR and optical data for unsupervised change detection: A case study in Beijing. JURSE (2017)
Deliang Xiang, Yifang Ban, Wei Wang, Yi Su
Adaptive Superpixel Generation for Polarimetric SAR Images With Local Iterative Clustering and SIRV Model. IEEE Trans. Geosci. Remote. Sens. 55 (6) (2017)
Wei Wang, Qinglin Zhai, Yifang Ban, Jun Zhang, Jianwei Wan
PolSAR image segmentation based on hierarchical region merging and segment refinement with WMRF model. IGARSS (2017)
Jingwei Shen, Yifang Ban
Route Choice of the Shortest Travel Time Based on Floating Car Data. J. Sensors 2016 (2016)
Deliang Xiang, Tao Tang, Yifang Ban, Yi Su
Man-Made Target Detection from Polarimetric SAR Data via Nonstationarity and Asymmetry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (4) (2016)
Deliang Xiang, Yifang Ban, Wei Wang, Tao Tang, Yi Su
Edge Detector for Polarimetric SAR Images Using SIRV Model and Gauss-Shaped Filter. IEEE Geosci. Remote. Sens. Lett. 13 (11) (2016)
Emmanuel Trouvé, Grégoire Mercier, Mathieu Fauvel, Lorenzo Bruzonne, Yifang Ban
Foreword to the Special Issue on Analysis of Multitemporal Data and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Jan Haas, Dorothy Furberg, Yifang Ban
Satellite monitoring of urbanization and environmental impacts - A comparison of Stockholm and Shanghai. Int. J. Appl. Earth Obs. Geoinformation 38 (2015)
Osama Yousif, Yifang Ban
Object-based urban change detection using high resolution SAR images. JURSE (2015)
Alexander W. Jacob, Yifang Ban
Sentinel-1A SAR data for global urban mapping: Preliminary results. IGARSS (2015)
Wei Huang, Songnian Li, Xintao Liu, Yifang Ban
Predicting human mobility with activity changes. Int. J. Geogr. Inf. Sci. 29 (9) (2015)
Deliang Xiang, Yifang Ban, Yi Su
Model-Based Decomposition With Cross Scattering for Polarimetric SAR Urban Areas. IEEE Geosci. Remote. Sens. Lett. 12 (12) (2015)
Yuchu Qin, Wei Yao, Tuong Thuy Vu, Shihua Li, Zheng Niu, Yifang Ban
Characterizing Radiometric Attributes of Point Cloud Using a Normalized Reflective Factor Derived From Small Footprint LiDAR Waveform. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (2) (2015)
Jan Haas, Yifang Ban
Urban growth and environmental impacts in Jing-Jin-Ji, the Yangtze, River Delta and the Pearl River Delta. Int. J. Appl. Earth Obs. Geoinformation 30 (2014)
Hongtao Hu, Yifang Ban
Unsupervised Change Detection in Multitemporal SAR Images Over Large Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
Yikang Rui, Yifang Ban
Exploring the relationship between street centrality and land use in Stockholm. Int. J. Geogr. Inf. Sci. 28 (7) (2014)
Xin Niu, Yifang Ban
A Novel Contextual Classification Algorithm for Multitemporal Polarimetric SAR Data. IEEE Geosci. Remote. Sens. Lett. 11 (3) (2014)
Juan Deng, Yifang Ban, Jinshuo Liu, Li Li, Xin Niu, Bin Zou
Hierarchical Segmentation of Multitemporal RADARSAT-2 SAR Data Using Stationary Wavelet Transform and Algebraic Multigrid Method. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Alexander W. Jacob, Yifang Ban
Urban land cover mapping with TerraSAR-X using an edge-aware region-growing and merging algorithm. IGARSS (2014)
Osama Yousif, Yifang Ban
Improving SAR-Based Urban Change Detection by Combining MAP-MRF Classifier and Nonlocal Means Similarity Weights. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (10) (2014)
Xintao Liu, Yifang Ban
Uncovering Spatio-Temporal Cluster Patterns Using Massive Floating Car Data. ISPRS Int. J. Geo Inf. 2 (2) (2013)
Yifang Ban, Alexander W. Jacob
Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping. IEEE Trans. Geosci. Remote. Sens. 51 (4-1) (2013)
Osama Yousif, Yifang Ban
Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM. IEEE Trans. Geosci. Remote. Sens. 51 (4-1) (2013)
Xin Niu, Yifang Ban
A semisupervised contextual classification algorithm for multitemporal polarimetric SAR data. IGARSS (2012)
Xin Niu, Yifang Ban
An Adaptive Contextual SEM Algorithm for Urban Land Cover Mapping Using Multitemporal High-Resolution Polarimetric SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (4) (2012)
Yuchu Qin, Tuong Thuy Vu, Yifang Ban
Toward an Optimal Algorithm for LiDAR Waveform Decomposition. IEEE Geosci. Remote. Sens. Lett. 9 (3) (2012)
Bo Mao, Lars Harrie, Yifang Ban
Detection and typification of linear structures for dynamic visualization of 3D city models. Comput. Environ. Urban Syst. 36 (3) (2012)
Yifang Ban, Osama Yousif
Multitemporal Spaceborne SAR Data for Urban Change Detection in China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (4) (2012)
Yifang Ban, Pontus Jakobsson, Lars Kjelldahl, Ulf Ranhagen
Visualization in ViSuCity; a tool for sustainable city planning. SIGRAD (2011)
P. Parsanezhad, Ulf Ranhagen, Yifang Ban
Towards an Integrated Web-based Visualization Tool: A Comparative Survey of Visualization Techniques for Enhancing Stakeholders' Participation in Planning. SIGRAD (2011)
Bo Mao, Yifang Ban
Online Visualization of 3D City Model Using CityGML and X3DOM. Cartogr. Int. J. Geogr. Inf. Geovisualization 46 (2) (2011)
Xin Niu, Yifang Ban
RADARSAT-2 polarimetric SAR data for urban land cover mapping using spatial- temporal SEM algorithm and mixture models. JURSE (2011)
Qian Zhang, Yifang Ban
Evaluation of urban expansion and its impact on surface temperature in Beijing, China. JURSE (2011)
Qian Zhang, Yifang Ban, Jiyuan Liu, Yunfeng Hu
Simulation and analysis of urban growth scenarios for the Greater Shanghai Area, China. Comput. Environ. Urban Syst. 35 (2) (2011)
Yifang Ban, Osama A. Yousif
Unsupervised change detection using multitemporal spaceborne SAR data: A case study in Beijing. JURSE (2011)