Yifang Ban

Orcid: 0000-0003-1369-3216

According to our database1, Yifang Ban authored at least 84 papers between 2011 and 2024.

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Bibliography

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.
Remote. Sens., February, 2024

Unsupervised flood detection on SAR time series using variational autoencoder.
Int. J. Appl. Earth Obs. Geoinformation, February, 2024

DCTN: Dual-Branch Convolutional Transformer Network With Efficient Interactive Self-Attention for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data.
Remote. Sens., November, 2023

Tokenized Time-Series in Satellite Image Segmentation With Transformer Network for Active Fire Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique.
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.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Context-Aware Change Detection with Semi-Supervised Learning.
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.
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.
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.
IEEE Trans. Geosci. Remote. Sens., 2022

GOES-R Time Series for Early Detection of Wildfires with Deep GRU-Network.
Remote. Sens., 2022

Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net.
IEEE Geosci. Remote. Sens. Lett., 2022

GCDB-UNet: A novel robust cloud detection approach for remote sensing images.
Knowl. Based Syst., 2022

Unsupervised Flood Detection on SAR Time Series.
CoRR, 2022

Building Change Detection using Multi-Temporal Airborne LiDAR Data.
CoRR, 2022

The potential of artificial intelligence for achieving healthy and sustainable societies.
CoRR, 2022

Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles.
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.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Global Scale Burned Area Mapping Using Bi-Temporal ALOS-2 PALSAR-2 L-Band Data.
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.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Gan-based SAR to Optical Image Translation in Fire-Disturbed Regions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning.
Remote. Sens., 2021

Collaborative validation of GlobeLand30: Methodology and practices.
Geo spatial Inf. Sci., 2021

Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Early Detection of Wildfires with GOES-R Time-Series and Deep GRU Network.
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.
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.
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.
Remote. Sens., 2020

Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing.
Remote. Sens., 2020

Monitoring Urban Green Infrastructure Changes and Impact on Habitat Connectivity Using High-Resolution Satellite Data.
Remote. Sens., 2020

Dynamic Online 3D Visualization Framework for Real-Time Energy Simulation Based on 3D Tiles.
ISPRS Int. J. Geo Inf., 2020

2019
Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Superpixel-Based Segmentation of Polarimetric SAR Images through Two-Stage Merging.
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.
Remote. Sens., 2019

Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data.
Remote. Sens., 2019

Ship Detection Using the Surface Scattering Similarity and Scattering Power.
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.
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.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Ship Detector Based on the Improved Polarimetric Covariance Difference Matrix.
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.
IEEE Trans. Geosci. Remote. Sens., 2017

Mapping and Monitoring Urban Ecosystem Services Using Multitemporal High-Resolution Satellite Data.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Comparative Analysis on Topological Structures of Urban Street Networks.
ISPRS Int. J. Geo Inf., 2017

Fusion of SAR and optical data for unsupervised change detection: A case study in Beijing.
Proceedings of the Joint Urban Remote Sensing Event, 2017

EO4Urban: Sentinel-1A SAR and Sentinel-2A MSI data for global urban services.
Proceedings of the Joint Urban Remote Sensing Event, 2017

PolSAR image segmentation based on hierarchical region merging and segment refinement with WMRF model.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Foreword to the Special Issue on Analysis of Multitemporal Data and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Edge Detector for Polarimetric SAR Images Using SIRV Model and Gauss-Shaped Filter.
IEEE Geosci. Remote. Sens. Lett., 2016

Route Choice of the Shortest Travel Time Based on Floating Car Data.
J. Sensors, 2016

2015
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., 2015

Model-Based Decomposition With Cross Scattering for Polarimetric SAR Urban Areas.
IEEE Geosci. Remote. Sens. Lett., 2015

Predicting human mobility with activity changes.
Int. J. Geogr. Inf. Sci., 2015

Satellite monitoring of urbanization and environmental impacts - A comparison of Stockholm and Shanghai.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Object-based urban change detection using high resolution SAR images.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Sentinel-1A SAR data for global urban mapping: Preliminary results.
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.
IEEE Trans. Geosci. Remote. Sens., 2014

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., 2014

Unsupervised Change Detection in Multitemporal SAR Images Over Large Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Novel Contextual Classification Algorithm for Multitemporal Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2014

Exploring the relationship between street centrality and land use in Stockholm.
Int. J. Geogr. Inf. Sci., 2014

Urban growth and environmental impacts in Jing-Jin-Ji, the Yangtze, River Delta and the Pearl River Delta.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Urban land cover mapping with TerraSAR-X using an edge-aware region-growing and merging algorithm.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM.
IEEE Trans. Geosci. Remote. Sens., 2013

Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping.
IEEE Trans. Geosci. Remote. Sens., 2013

Uncovering Spatio-Temporal Cluster Patterns Using Massive Floating Car Data.
ISPRS Int. J. Geo Inf., 2013

2012
Detection and typification of linear structures for dynamic visualization of 3D city models.
Comput. Environ. Urban Syst., 2012

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., 2012

Multitemporal Spaceborne SAR Data for Urban Change Detection in China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Toward an Optimal Algorithm for LiDAR Waveform Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2012

A semisupervised contextual classification algorithm for multitemporal polarimetric SAR data.
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.
Comput. Environ. Urban Syst., 2011

Online Visualization of 3D City Model Using CityGML and X3DOM.
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.
Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization, 2011

Visualization in ViSuCity; a tool for sustainable city planning.
Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization, 2011

Evaluation of urban expansion and its impact on surface temperature in Beijing, China.
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.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Unsupervised change detection using multitemporal spaceborne SAR data: A case study in Beijing.
Proceedings of the Joint Urban Remote Sensing Event, 2011


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