Alfred Stein

Orcid: 0000-0002-9456-1233

According to our database1, Alfred Stein authored at least 125 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Vectorizing planar roof structure from very high resolution remote sensing images using transformers.
Int. J. Digit. Earth, December, 2024

Few-Shot Learning for Crop Mapping from Satellite Image Time Series.
Remote. Sens., March, 2024

Radarcoding Reference Data for SAR Training Data Creation in Radar Coordinates.
IEEE Geosci. Remote. Sens. Lett., 2024

Towards Global Glacier Mapping with Deep Learning and Open Earth Observation Data.
CoRR, 2024

2023
Assessing spatiotemporal bikeability using multi-source geospatial big data: A case study of Xiamen, China.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023

Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension.
IEEE Trans. Geosci. Remote. Sens., 2023

DeepMerge: Deep Learning-Based Region-Merging for Image Segmentation.
CoRR, 2023

Measuring polycentric urban development with multi-temporal Sentinel-1 SAR imagery: A case study in Shanghai, China.
Int. J. Appl. Earth Obs. Geoinformation, 2023

Building Usage Classification Using a Transformer-based Multimodal Deep Learning Method.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Vectorizing Planar Roof Structure From Very High Resolution Remote Sensing Images Using Transformers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

GLAVITU: A Hybrid CNN-Transformer for Multi-Regional Glacier Mapping from Multi-Source Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Use of LSTM for Sinkhole-Related Anomaly Detection and Classification of InSAR Deformation Time Series.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography.
Remote. Sens., 2022

Mapping twenty years of antimicrobial resistance research trends.
Artif. Intell. Medicine, 2022

A spatial statistical study of the distribution of Sardinian nuraghes.
Ann. GIS, 2022

A model-backfeed deformation estimation method for revealing 20-year surface dynamics of the Groningen gas field using multi-platform SAR imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images.
Int. J. Appl. Earth Obs. Geoinformation, 2022

A two-point machine learning method for the spatial prediction of soil pollution.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Assessment of Persistent Scatterers Behaviour in Co-Polarimetric PAZ Data with Model-Backfeed Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
A note on the propagation of positional uncertainty in environmental models.
Trans. GIS, 2021

Ranking of VGI contributor reputation using an evaluation-based weighted pagerank.
Trans. GIS, 2021

Sinkhole Scanner: A New Method to Detect Sinkhole-Related Spatio-Temporal Patterns in InSAR Deformation Time Series.
Remote. Sens., 2021

Corrigendum to "Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization". [Int. J. Appl. Earth Observ. Geoinform. 96 (2021) 102280].
Int. J. Appl. Earth Obs. Geoinformation, 2021

Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Phenology-based sample generation for supervised crop type classification.
Int. J. Appl. Earth Obs. Geoinformation, 2021

End-to-End Roofline Extraction from Very-High-Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Revealing Long-Term Deformation Time Series of Radar Scatterers Using Multi-Sensor SAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

3D Fully Convolutional Neural Networks with Intersection over Union Loss for Crop Mapping from Multi-Temporal Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Automatic Detection of Individual Trees from VHR Satellite Images Using Scale-Space Methods.
Sensors, 2020

Investigating the Retention of Solar Wind Implanted Helium-3 on the Moon from the Analysis of Multi-Wavelength Remote Sensing Data.
Remote. Sens., 2020

Local Population Mapping Using a Random Forest Model Based on Remote and Social Sensing Data: A Case Study in Zhengzhou, China.
Remote. Sens., 2020

Mapping Land Use from High Resolution Satellite Images by Exploiting the Spatial Arrangement of Land Cover Objects.
Remote. Sens., 2020

Spatio-temporal regression kriging for modelling urban NO2 concentrations.
Int. J. Geogr. Inf. Sci., 2020

Predictive land value modelling in Guatemala City using a geostatistical approach and Space Syntax.
Int. J. Geogr. Inf. Sci., 2020

The spatial statistic trinity: A generic framework for spatial sampling and inference.
Environ. Model. Softw., 2020

Assessing factors impacting the spatial discrepancy of remote sensing based cropland products: A case study in Africa.
Int. J. Appl. Earth Obs. Geoinformation, 2020

A Bayesian characterization of urban land use configurations from VHR remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2020

Building Instance Segmentation and Boundary Regularization from High-Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
PolSARNet: A Deep Fully Convolutional Network for Polarimetric SAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Heat Flux Sources Analysis to the Ross Ice Shelf Polynya Ice Production Time Series and the Impact of Wind Forcing.
Remote. Sens., 2019

Spatiotemporal Image Fusion in Remote Sensing.
Remote. Sens., 2019

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data.
Ecol. Informatics, 2019

2018
Polarimetry-Based Distributed Scatterer Processing Method for PSI Applications.
IEEE Trans. Geosci. Remote. Sens., 2018

Recurrent Multiresolution Convolutional Networks for VHR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Estimating Tree Heights Using Multibaseline PolInSAR Data With Compensation for Temporal Decorrelation, Case Study: AfriSAR Campaign Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Introduction to the Special Issue "Uncertainty in Remote Sensing Image Analysis".
Remote. Sens., 2018

FCM Approach of Similarity and Dissimilarity Measures with α-Cut for Handling Mixed Pixels.
Remote. Sens., 2018

Assessment of Forest Above-Ground Biomass Estimation from PolInSAR in the Presence of Temporal Decorrelation.
Remote. Sens., 2018

Transferability and Upscaling of Fuzzy Classification for Shoreline Change over 30 Years.
Remote. Sens., 2018

Estimation of AOD Under Uncertainty: An Approach for Hyperspectral Airborne Data.
Remote. Sens., 2018

High-Resolution Remote Sensing Image Classification Using Associative Hierarchical CRF Considering Segmentation Quality.
IEEE Geosci. Remote. Sens. Lett., 2018

A modified model for estimating tree height from PolInSAR with compensation for temporal decorrelation.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Fusenet: End- to-End Multispectral Vhr Image Fusion and Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
A GIS-based multi-criteria seismic vulnerability assessment using the integration of granular computing rule extraction and artificial neural networks.
Trans. GIS, 2017

Incorporating Open Source Data for Bayesian Classification of Urban Land Use From VHR Stereo Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Remote Sensing Data Based Artificial Neural Network Approach for Predicting Climate-Sensitive Infectious Disease Outbreaks: A Case Study of Human Brucellosis.
Remote. Sens., 2017

Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks.
Remote. Sens., 2017

Comparing Fuzzy Sets and Random Sets to Model the Uncertainty of Fuzzy Shorelines.
Remote. Sens., 2017

Change Vector Analysis to Monitor the Changes in Fuzzy Shorelines.
Remote. Sens., 2017

Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images.
IEEE Geosci. Remote. Sens. Lett., 2017

Polarimetric differential SAR interferometry in an arid natural environment.
Int. J. Appl. Earth Obs. Geoinformation, 2017

Scattering property based contextual PolSAR speckle filter.
Int. J. Appl. Earth Obs. Geoinformation, 2017

Detection of informal settlements from VHR satellite images using convolutional neural networks.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Uncertainty analysis for image interpretations of urban slums.
Comput. Environ. Urban Syst., 2016

Enhanced Subpixel Mapping With Spatial Distribution Patterns of Geographical Objects.
IEEE Trans. Geosci. Remote. Sens., 2016

Designing an Experiment to Investigate Subpixel Mapping as an Alternative Method to Obtain Land Use/Land Cover Maps.
Remote. Sens., 2016

Fuzzy Classification for Shoreline Change Monitoring in a Part of the Northern Coastal Area of Java, Indonesia.
Remote. Sens., 2016

Simulated Annealing With Variogram-Based Optimization to Quantify Spatial Patterns of Trees Extracted From High-Resolution Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Region-based urban road extraction from VHR satellite images using Binary Partition Tree.
Int. J. Appl. Earth Obs. Geoinformation, 2016

Sensitivity analysis of the long-term trend in Antarctic sea ice extent.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Urban land use extraction from very high resolution remote sensing images by bayesian network.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A WTLS-Based Method for Remote Sensing Imagery Registration.
IEEE Trans. Geosci. Remote. Sens., 2015

Sensitivity of Reflectance to Water Vapor and Aerosol Optical Thickness.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Using geographically weighted regression kriging for crop yield mapping in West Africa.
Int. J. Geogr. Inf. Sci., 2015

Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges.
CoRR, 2015

Characterization and spatial modeling of urban sprawl in the Wuhan Metropolitan Area, China.
Int. J. Appl. Earth Obs. Geoinformation, 2015

2014
Improvement of Spatio-temporal Growth Estimates in Heterogeneous Forests Using Gaussian Bayesian Networks.
IEEE Trans. Geosci. Remote. Sens., 2014

Variation analysis of lake extension in space and time from MODIS images using random sets.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Spatial Mathematics, Theory and Practice through Mapping, S.L. Arlinghaus, J.J. Kerski. CRC Press/Taylor & Francis, London (2013).
Int. J. Appl. Earth Obs. Geoinformation, 2014

Investigating rural poverty and marginality in Burkina Faso using remote sensing-based products.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Global sensitivity analysis of water vapour and visibility for atmospheric correction.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Optimizing the range of atmospheric condition parameters to avoid over and under-estimation of uncertainty.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013
Application of random sets to model uncertainty of road polygons extracted from airborne laser points.
Comput. Environ. Urban Syst., 2013

Improving Representation of Land-use Maps Derived from Object-oriented Image Classification.
Trans. GIS, 2013

Transferability of Object-Oriented Image Analysis Methods for Slum Identification.
Remote. Sens., 2013

Segmentation of Rumex obtusifolius using Gaussian Markov random fields.
Mach. Vis. Appl., 2013

Integrating the Directional Effect of Traffic into Geostatistical Approaches for Travel Time Estimation.
Int. J. Intell. Transp. Syst. Res., 2013

Visualizing and quantifying the movement of vegetative drought using remote-sensing data and GIS.
Int. J. Geogr. Inf. Sci., 2013

Local interpolation of coseismic displacements measured by InSAR.
Int. J. Appl. Earth Obs. Geoinformation, 2013

Spatial statistics for mapping the environment.
Int. J. Appl. Earth Obs. Geoinformation, 2013

2012
An ontology of slums for image-based classification.
Comput. Environ. Urban Syst., 2012

Application of the Expectation Maximization Algorithm to Estimate Missing Values in Gaussian Bayesian Network Modeling for Forest Growth.
IEEE Trans. Geosci. Remote. Sens., 2012

Statistics-based outlier detection for wireless sensor networks.
Int. J. Geogr. Inf. Sci., 2012

Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images.
Int. J. Appl. Earth Obs. Geoinformation, 2012

Gaussian localized active contours for multitemporal analysis of urban tree crowns.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Quantification of Extensional Uncertainty of Segmented Image Objects by Random Sets.
IEEE Trans. Geosci. Remote. Sens., 2011

Bayesian Network Modeling for Improving Forest Growth Estimates.
IEEE Trans. Geosci. Remote. Sens., 2011

Tree crown change detection using an object fuzzy based approach.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Fuzzy Methods in Image Mining.
Proceedings of the Methods for Handling Imperfect Spatial Information, 2010

Stereological Estimation of Uncertain and Changing Objects from Remote Sensing Image Mining.
Trans. GIS, 2010

Thirty Years of Research on Spatial Data Quality: Achievements, Failures, and Opportunities.
Trans. GIS, 2010

Identifying factors of influence in the spatial distribution of domestic fires.
Int. J. Geogr. Inf. Sci., 2010

Spatial statistics in geographical information science: from interpolation to probabilistic robotics.
Ann. GIS, 2010

Image mining for drought monitoring in eastern Africa using Meteosat SEVIRI data.
Int. J. Appl. Earth Obs. Geoinformation, 2010

Spatial dependency of cholera prevalence on potential cholera reservoirs in an urban area, Kumasi, Ghana.
Int. J. Appl. Earth Obs. Geoinformation, 2010

2009
Quantification of the Effects of Land-Cover-Class Spectral Separability on the Accuracy of Markov-Random-Field-Based Superresolution Mapping.
IEEE Trans. Geosci. Remote. Sens., 2009

Optimum Sampling Scheme for Characterization of Mine Tailings.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Field Sampling from a Segmented Image.
Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

2007
Incorporating Uncertainty via Hierarchical Classification Using Fuzzy Decision Trees.
IEEE Trans. Geosci. Remote. Sens., 2007

Image Mining for Modeling of Forest Fires From Meteosat Images.
IEEE Trans. Geosci. Remote. Sens., 2007

A system of types and operators for handling vague spatial objects.
Int. J. Geogr. Inf. Sci., 2007

Metrics for Vague Spatial Objects Based on the Concept of Mass.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Abundance Estimation of Spectrally Similar Minerals by Using Derivative Spectra in Simulated Annealing.
IEEE Trans. Geosci. Remote. Sens., 2006

2005
Use of the Bradley-Terry model to quantify association in remotely sensed images.
IEEE Trans. Geosci. Remote. Sens., 2005

An application of problem and product ontologies for the revision of beach nourishments.
Int. J. Geogr. Inf. Sci., 2005

2004
Spatial variability in classification accuracy of agricultural crops in the Dutch national land-cover database.
Int. J. Geogr. Inf. Sci., 2004

Handling Spatial Data Uncertainty Using a Fuzzy Geostatistical Approach for Modelling Methane Emissions at the Island of Java.
Proceedings of the Developments in Spatial Data Handling, 2004

2002
Existential uncertainty of spatial objects segmented from satellite sensor imagery.
IEEE Trans. Geosci. Remote. Sens., 2002

2000
Statistical Aspects of Health and the Environment, 4.
Technometrics, 2000

Use of GIS for a spatial and temporal analysis of Kenyan wildlife with generalised linear modelling.
Int. J. Geogr. Inf. Sci., 2000

1998
Bayesian classification and class area estimation of satellite images using stratification.
IEEE Trans. Geosci. Remote. Sens., 1998

1995
Interactive GIS for Environmental Risk Assessment.
Int. J. Geogr. Inf. Sci., 1995

1989
Propagation of errors in spatial modelling with GIS.
Int. J. Geogr. Inf. Sci., 1989


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