Yifang Ban

According to our database, Yifang Ban authored at least 90 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

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.

Puzhao Zhang, Xikun Hu, Yifang Ban, Andrea Nascetti, Maoguo Gong

Remote. Sens., February, 2024

Unsupervised flood detection on SAR time series using variational autoencoder.

Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban

Int. J. Appl. Earth Obs. Geoinformation, February, 2024

Large-scale burn severity mapping in multispectral imagery using deep semantic segmentation models.

Xikun Hu, Puzhao Zhang, Yifang Ban

Dataset, January, 2024

MSMT-LCL: Multiscale Spatial-Spectral Masked Transformer With Local Contrastive Learning for Hyperspectral Image Classification.

Yunfei Zhou, Xiaohui Huang, Xiaofei Yang, Jiangtao Peng, Yifang Ban, Nan Jiang

IEEE Trans. Geosci. Remote. Sens., 2024

DCTN: Dual-Branch Convolutional Transformer Network With Efficient Interactive Self-Attention for Hyperspectral Image Classification.

Yunfei Zhou, Xiaohui Huang, Xiaofei Yang, Jiangtao Peng, Yifang Ban

IEEE Trans. Geosci. Remote. Sens., 2024

Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval.

Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2024

Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration.

Sebastian Hafner, Heng Fang, Hossein Azizpour, Yifang Ban

CoRR, 2024

Burned Area Mapping With Radarsat Constellation Mission Data and Deep Learning.

Yu Zhao, Yifang Ban

Proceedings of the IGARSS 2024, 2024

Post Flooding Scenario Analysis: Case Study of Cyclone IDAI in Mozambique.

Manuel Nhangumbe, Andrea Nascetti, Yifang Ban, Stefanos Georganos

Proceedings of the IGARSS 2024, 2024

SAR-To-Optical Translation Using Conditional Diffusion Models for Wildfire-Burned Area Segmentation.

Eric Brune, Yifang Ban

Proceedings of the IGARSS 2024, 2024

2023

Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data.

Sebastian Hafner, Yifang Ban, Andrea Nascetti

Remote. Sens., November, 2023

Tokenized Time-Series in Satellite Image Segmentation With Transformer Network for Active Fire Detection.

Yu Zhao, Yifang Ban, Josephine Sullivan

IEEE Trans. Geosci. Remote. Sens., 2023

Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique.

Manuel Nhangumbe, Andrea Nascetti, Yifang Ban

ISPRS Int. J. Geo Inf., 2023

Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda.

Sebastian Hafner, Stefanos Georganos, Theodomir Mugiraneza, Yifang Ban

Proceedings of the Joint Urban Remote Sensing Event, 2023

Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping.

Sebastian Hafner, Yifang Ban, Andrea Nascetti

Proceedings of the Joint Urban Remote Sensing Event, 2023

Unsupervised Geospatial Domain Adaptation for Large-Scale Wildfire Burned Area Mapping Using Sentinel-2 MSI and Sentinel-1 SAR Data.

Puzhao Zhang, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Context-Aware Change Detection with Semi-Supervised Learning.

Ritu Yadav, Andrea Nascetti, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series.

Andrea Nascetti, Ritu Yadav, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Modal Deep Learning for Multi-Temporal Urban Mapping with a Partly Missing Optical Modality.

Sebastian Hafner, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval.

Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2022

GOES-R Time Series for Early Detection of Wildfires with Deep GRU-Network.

Yu Zhao, Yifang Ban

Remote. Sens., 2022

Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net.

Sebastian Hafner, Andrea Nascetti, Hossein Azizpour, Yifang Ban

IEEE Geosci. Remote. Sens. Lett., 2022

GCDB-UNet: A novel robust cloud detection approach for remote sensing images.

Xian Li, Xiaofei Yang, Xutao Li, Shijian Lu, Yunming Ye, Yifang Ban

Knowl. Based Syst., 2022

Unsupervised Flood Detection on SAR Time Series.

Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban

CoRR, 2022

Building Change Detection using Multi-Temporal Airborne LiDAR Data.

Ritu Yadav, Andrea Nascetti, Yifang Ban

CoRR, 2022

The potential of artificial intelligence for achieving healthy and sustainable societies.

Beril Sirmaçek, S. Gupta, Fermín Mallor, Hossein Azizpour, Yifang Ban, Hamidreza Eivazi, H. Fang, F. Golzar, Iolanda Leite, Gaspar Isaac Melsión, Kevin Smith, F. Fuso Nerini, Ricardo Vinuesa

CoRR, 2022

Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles.

Theodomir Mugiraneza, Sebastian Hafner, Jan Haas, Yifang Ban

Int. J. Appl. Earth Obs. Geoinformation, 2022

A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments.

Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban

Int. J. Appl. Earth Obs. Geoinformation, 2022

Global Scale Burned Area Mapping Using Bi-Temporal ALOS-2 PALSAR-2 L-Band Data.

Yu Zhao, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Wildfire-S1S2-Canada: A Large-Scale Sentinel-1/2 Wildfire Burned Area Mapping Dataset Based on the 2017-2019 Wildfires in Canada.

Puzhao Zhang, Xikun Hu, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Attentive Dual Stream Siamese U-Net for Flood Detection on Multi-Temporal Sentinel-1 Data.

Ritu Yadav, Andrea Nascetti, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Gan-based SAR to Optical Image Translation in Fire-Disturbed Regions.

Xikun Hu, Puzhao Zhang, Yifang Ban

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning.

Sebastian Hafner, Yifang Ban, Andrea Nascetti

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning.

Xikun Hu, Yifang Ban, Andrea Nascetti

Remote. Sens., 2021

Collaborative validation of GlobeLand30: Methodology and practices.

Jun Chen, Lijun Chen, Fei Chen, Yifang Ban, Songnian Li, Gang Han, Xiaohua Tong, Chuang Liu, Vanya Stamenova, Stefan Stamenov

Geo spatial Inf. Sci., 2021

Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach.

Xikun Hu, Yifang Ban, Andrea Nascetti

Int. J. Appl. Earth Obs. Geoinformation, 2021

Early Detection of Wildfires with GOES-R Time-Series and Deep GRU Network.

Yu Zhao, Yifang Ban, Andrea Nascetti

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning.

Sebastian Hafner, Yifang Ban, Andrea Nascetti

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers.

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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine.

Oliver Stromann, Andrea Nascetti, Osama Yousif, Yifang Ban

Remote. Sens., 2020

Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing.

Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban

Remote. Sens., 2020

Monitoring Urban Green Infrastructure Changes and Impact on Habitat Connectivity Using High-Resolution Satellite Data.

Dorothy Furberg, Yifang Ban, Ulla Mörtberg

Remote. Sens., 2020

Dynamic Online 3D Visualization Framework for Real-Time Energy Simulation Based on 3D Tiles.

Bo Mao, Yifang Ban, Björn Laumert

ISPRS Int. J. Geo Inf., 2020

2019

Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images.

Puzhao Zhang, Maoguo Gong, Hui Zhang, Jia Liu, Yifang Ban

IEEE Trans. Geosci. Remote. Sens., 2019

Superpixel-Based Segmentation of Polarimetric SAR Images through Two-Stage Merging.

Wei Wang, Deliang Xiang, Yifang Ban, Jun Zhang, Jianwei Wan

Remote. Sens., 2019

WorldView-2 Data for Hierarchical Object-Based Urban Land Cover Classification in Kigali: Integrating Rule-Based Approach with Urban Density and Greenness Indices.

Theodomir Mugiraneza, Andrea Nascetti, Yifang Ban

Remote. Sens., 2019

Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data.

Dorothy Furberg, Yifang Ban, Andrea Nascetti

Remote. Sens., 2019

Ship Detection Using the Surface Scattering Similarity and Scattering Power.

Tao Zhang, Zhen Yang, Bo Mao, Jian Yang, Yifang Ban, Huilin Xiong

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Urban Land Cover and Ecosystem Service Changes based on Sentinel-2A MSI and Landsat TM Data.

Jan Haas, Yifang Ban

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Sentinel-L Global Coverage Foreshortening Mask Extraction: an Open Source Implementation Based on Google Earth Engine.

Mohammad Kakooei, Andrea Nascetti, Yifang Ban

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Ship Detector Based on the Improved Polarimetric Covariance Difference Matrix.

Tao Zhang, Yifang Ban, Huilin Xiong, Wenxian Yu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Adaptive Superpixel Generation for Polarimetric SAR Images With Local Iterative Clustering and SIRV Model.

Deliang Xiang, Yifang Ban, Wei Wang, Yi Su

IEEE Trans. Geosci. Remote. Sens., 2017

Mapping and Monitoring Urban Ecosystem Services Using Multitemporal High-Resolution Satellite Data.

Jan Haas, Yifang Ban

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Superpixel Segmentation of Polarimetric SAR Images Based on Integrated Distance Measure and Entropy Rate Method.

Wei Wang, Deliang Xiang, Yifang Ban, Jun Zhang, Jianwei Wan

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Comparative Analysis on Topological Structures of Urban Street Networks.

Jingyi Lin, Yifang Ban

ISPRS Int. J. Geo Inf., 2017

Fusion of SAR and optical data for unsupervised change detection: A case study in Beijing.

Osama Yousif, Yifang Ban

Proceedings of the Joint Urban Remote Sensing Event, 2017

EO4Urban: Sentinel-1A SAR and Sentinel-2A MSI data for global urban services.

Yifang Ban, Luke Webber, Paolo Gamba, Marc Paganini

Proceedings of the Joint Urban Remote Sensing Event, 2017

PolSAR image segmentation based on hierarchical region merging and segment refinement with WMRF model.

Wei Wang, Qinglin Zhai, Yifang Ban, Jun Zhang, Jianwei Wan

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Man-Made Target Detection from Polarimetric SAR Data via Nonstationarity and Asymmetry.

Deliang Xiang, Tao Tang, Yifang Ban, Yi Su

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Foreword to the Special Issue on Analysis of Multitemporal Data and Applications.

Emmanuel Trouvé, Grégoire Mercier, Mathieu Fauvel, Lorenzo Bruzonne, Yifang Ban

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Edge Detector for Polarimetric SAR Images Using SIRV Model and Gauss-Shaped Filter.

Deliang Xiang, Yifang Ban, Wei Wang, Tao Tang, Yi Su

IEEE Geosci. Remote. Sens. Lett., 2016

Route Choice of the Shortest Travel Time Based on Floating Car Data.

Jingwei Shen, Yifang Ban

J. Sensors, 2016

2015

Characterizing Radiometric Attributes of Point Cloud Using a Normalized Reflective Factor Derived From Small Footprint LiDAR Waveform.

Yuchu Qin, Wei Yao, Tuong Thuy Vu, Shihua Li, Zheng Niu, Yifang Ban

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Model-Based Decomposition With Cross Scattering for Polarimetric SAR Urban Areas.

Deliang Xiang, Yifang Ban, Yi Su

IEEE Geosci. Remote. Sens. Lett., 2015

Predicting human mobility with activity changes.

Wei Huang, Songnian Li, Xintao Liu, Yifang Ban

Int. J. Geogr. Inf. Sci., 2015

Satellite monitoring of urbanization and environmental impacts - A comparison of Stockholm and Shanghai.

Jan Haas, Dorothy Furberg, Yifang Ban

Int. J. Appl. Earth Obs. Geoinformation, 2015

Object-based urban change detection using high resolution SAR images.

Osama Yousif, Yifang Ban

Proceedings of the Joint Urban Remote Sensing Event, 2015

Sentinel-1A SAR data for global urban mapping: Preliminary results.

Alexander W. Jacob, Yifang Ban

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Hierarchical Segmentation of Multitemporal RADARSAT-2 SAR Data Using Stationary Wavelet Transform and Algebraic Multigrid Method.

Juan Deng, Yifang Ban, Jinshuo Liu, Li Li, Xin Niu, Bin Zou

IEEE Trans. Geosci. Remote. Sens., 2014

Improving SAR-Based Urban Change Detection by Combining MAP-MRF Classifier and Nonlocal Means Similarity Weights.

Osama Yousif, Yifang Ban

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Unsupervised Change Detection in Multitemporal SAR Images Over Large Urban Areas.

Hongtao Hu, Yifang Ban

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Novel Contextual Classification Algorithm for Multitemporal Polarimetric SAR Data.

Xin Niu, Yifang Ban

IEEE Geosci. Remote. Sens. Lett., 2014

Exploring the relationship between street centrality and land use in Stockholm.

Yikang Rui, Yifang Ban

Int. J. Geogr. Inf. Sci., 2014

Urban growth and environmental impacts in Jing-Jin-Ji, the Yangtze, River Delta and the Pearl River Delta.

Jan Haas, Yifang Ban

Int. J. Appl. Earth Obs. Geoinformation, 2014

Urban land cover mapping with TerraSAR-X using an edge-aware region-growing and merging algorithm.

Alexander W. Jacob, Yifang Ban

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM.

Osama Yousif, Yifang Ban

IEEE Trans. Geosci. Remote. Sens., 2013

Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping.

Yifang Ban, Alexander W. Jacob

IEEE Trans. Geosci. Remote. Sens., 2013

Uncovering Spatio-Temporal Cluster Patterns Using Massive Floating Car Data.

Xintao Liu, Yifang Ban

ISPRS Int. J. Geo Inf., 2013

2012

Detection and typification of linear structures for dynamic visualization of 3D city models.

Bo Mao, Lars Harrie, Yifang Ban

Comput. Environ. Urban Syst., 2012

An Adaptive Contextual SEM Algorithm for Urban Land Cover Mapping Using Multitemporal High-Resolution Polarimetric SAR Data.

Xin Niu, Yifang Ban

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Multitemporal Spaceborne SAR Data for Urban Change Detection in China.

Yifang Ban, Osama Yousif

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Toward an Optimal Algorithm for LiDAR Waveform Decomposition.

Yuchu Qin, Tuong Thuy Vu, Yifang Ban

IEEE Geosci. Remote. Sens. Lett., 2012

A semisupervised contextual classification algorithm for multitemporal polarimetric SAR data.

Xin Niu, Yifang Ban

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Simulation and analysis of urban growth scenarios for the Greater Shanghai Area, China.

Qian Zhang, Yifang Ban, Jiyuan Liu, Yunfeng Hu

Comput. Environ. Urban Syst., 2011

Online Visualization of 3D City Model Using CityGML and X3DOM.

Bo Mao, Yifang Ban

Cartogr. Int. J. Geogr. Inf. Geovisualization, 2011

Towards an Integrated Web-based Visualization Tool: A Comparative Survey of Visualization Techniques for Enhancing Stakeholders' Participation in Planning.

P. Parsanezhad, Ulf Ranhagen, Yifang Ban

Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization, 2011

Visualization in ViSuCity; a tool for sustainable city planning.

Yifang Ban, Pontus Jakobsson, Lars Kjelldahl, Ulf Ranhagen

Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization, 2011

Evaluation of urban expansion and its impact on surface temperature in Beijing, China.

Qian Zhang, Yifang Ban

Proceedings of the Joint Urban Remote Sensing Event, 2011

RADARSAT-2 polarimetric SAR data for urban land cover mapping using spatial- temporal SEM algorithm and mixture models.

Xin Niu, Yifang Ban

Proceedings of the Joint Urban Remote Sensing Event, 2011

Unsupervised change detection using multitemporal spaceborne SAR data: A case study in Beijing.

Yifang Ban, Osama A. Yousif

Proceedings of the Joint Urban Remote Sensing Event, 2011