Alfred Stein

According to our database, Alfred Stein authored at least 136 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Vectorizing planar roof structure from very high resolution remote sensing images using transformers.

Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein, Maarten Vergauwen

Int. J. Digit. Earth, December, 2024

Street view imagery-based built environment auditing tools: a systematic review.

Shaoqing Dai, Yuchen Li, Alfred Stein, Shujuan Yang, Peng Jia

Int. J. Geogr. Inf. Sci., June, 2024

Mapping Integrated Crop-Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning.

João P. S. Werner, Mariana Belgiu, Inácio T. Bueno, Aliny A. Dos Reis, Ana P. S. G. D. Toro, João F. G. Antunes, Alfred Stein, Rubens A. C. Lamparelli, Paulo Sergio Graziano Magalhães, Alexandre Camargo Coutinho, Júlio C. D. M. Esquerdo, Gleyce Kelly Dantas Araújo Figueiredo

Remote. Sens., April, 2024

Few-Shot Learning for Crop Mapping from Satellite Image Time Series.

Sina Mohammadi, Mariana Belgiu, Alfred Stein

Remote. Sens., March, 2024

Radarcoding Reference Data for SAR Training Data Creation in Radar Coordinates.

Anurag Kulshrestha, Ling Chang, Alfred Stein

IEEE Geosci. Remote. Sens. Lett., 2024

Efficient Cloud Removal Network for Satellite Images Using SAR-Optical Image Fusion.

Chenxi Duan, Mariana Belgiu, Alfred Stein

IEEE Geosci. Remote. Sens. Lett., 2024

An edge preserving median filter for images based on level-sets.

Jean-Pierre Stander, Inger Fabris-Rotelli, Theodor Loots, Johan Magnus van Niekerk, Alfred Stein

J. Data Sci. Stat. Vis., 2024

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

Konstantin A. Maslov, Claudio Persello, Thomas Schellenberger, Alfred Stein

CoRR, 2024

Hierarchical building use classification from multiple modalities with a multi-label multimodal transformer network.

Wen Zhou, Claudio Persello, Alfred Stein

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

Urban inundation mapping by coupling 1D - 2D models and model comparison.

Yao Li, Frank Badu Osei, Tangao Hu, Yao Shi, Alfred Stein

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

Glacier Mapping from Sentinel-1 SAR Time Series with Deep Learning in Svalbard.

Konstantin A. Maslov, Thomas Schellenberger, Claudio Persello, Alfred Stein

Proceedings of the IGARSS 2024, 2024

Stratified Machine Learning Models for Wheat Yield Estimation Using Remote Sensing Data.

Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Qi Dong, Alfred Stein, Abdelghani G. Chehbouni

Proceedings of the IGARSS 2024, 2024

Selective Logging Detection Via Time-Series Satellite Images.

Xinyao Huang, Raian Vargas Maretto, Leila Maria Garcia Fonseca, Alfred Stein

Proceedings of the IGARSS 2024, 2024

Multi-Feature Fusion Network for Efficient Cloud Removal Using SAR-Optical Image Fusion.

Chenxi Duan, Mariana Belgiu, Alfred Stein

Proceedings of the IGARSS 2024, 2024

Visual Question Answering for Wishart H-Alpha Classification of Polarimetric SAR Images.

Hossein Aghababaei, Alfred Stein

Proceedings of the IGARSS 2024, 2024

2023

Assessing spatiotemporal bikeability using multi-source geospatial big data: A case study of Xiamen, China.

Shaoqing Dai, Wufan Zhao, Yanwen Wang, Xiao Huang, Zhidong Chen, Jinghan Lei, Alfred Stein, Peng Jia

Int. J. Appl. Earth Obs. Geoinformation, December, 2023

Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension.

Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Sergio Vitale

IEEE Trans. Geosci. Remote. Sens., 2023

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

Xianwei Lv, Claudio Persello, Xiao Huang, Dongping Ming, Alfred Stein

CoRR, 2023

Measuring polycentric urban development with multi-temporal Sentinel-1 SAR imagery: A case study in Shanghai, China.

Xu Zhang, Ling Chang, Mingshu Wang, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2023

Building Usage Classification Using a Transformer-based Multimodal Deep Learning Method.

Wen Zhou, Claudio Persello, Alfred Stein

Proceedings of the Joint Urban Remote Sensing Event, 2023

Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images.

Wufan Zhao, Claudio Persello, Hu Ding, Alfred Stein

Proceedings of the Joint Urban Remote Sensing Event, 2023

Vectorizing Planar Roof Structure From Very High Resolution Remote Sensing Images Using Transformers.

Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein

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.

Konstantin A. Maslov, Claudio Persello, Thomas Schellenberger, Alfred Stein

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.

Anurag Kulshrestha, Ling Chang, Alfred Stein

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography.

Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Luís Gómez Déniz

Remote. Sens., 2022

Mapping twenty years of antimicrobial resistance research trends.

Christian F. Luz, Johan Magnus van Niekerk, Julia Keizer, Nienke Beerlage-de Jong, L. M. Annemarie Braakman-Jansen, Alfred Stein, Bhanu Sinha, Julia Elisabeth Wilhelmina Cornelia van Gemert-Pijnen, Corinna Glasner

Artif. Intell. Medicine, 2022

A spatial statistical study of the distribution of Sardinian nuraghes.

Alfred Stein, Claudio Detotto, Mariana Belgiu

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.

Bin Zhang, Ling Chang, Alfred Stein

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

Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images.

Jiang Long, Mengmeng Li, Xiaoqin Wang, Alfred Stein

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

A two-point machine learning method for the spatial prediction of soil pollution.

Bingbo Gao, Alfred Stein, Jinfeng Wang

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

Assessment of Persistent Scatterers Behaviour in Co-Polarimetric PAZ Data with Model-Backfeed Method.

Bin Zhang, Ling Chang, Alfred Stein

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

2021

A note on the propagation of positional uncertainty in environmental models.

Vera van Zoest, Jasper van Buul, Frank B. Osei, Alfred Stein

Trans. GIS, 2021

Ranking of VGI contributor reputation using an evaluation-based weighted pagerank.

Die Zhang, Yong Ge, Alfred Stein, Wen-Bin Zhang

Trans. GIS, 2021

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

Anurag Kulshrestha, Ling Chang, Alfred Stein

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].

Ling Chang, Alfred Stein

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

Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization.

Ling Chang, Alfred Stein

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

Phenology-based sample generation for supervised crop type classification.

Mariana Belgiu, Wietske Bijker, Ovidiu Csillik, Alfred Stein

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

End-to-End Roofline Extraction from Very-High-Resolution Remote Sensing Images.

Wufan Zhao, Claudio Persello, Alfred Stein

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.

Bin Zhang, Ling Chang, Alfred Stein

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.

Sina Mohammadi, Mariana Belgiu, Alfred Stein

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

HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data.

Mariana Belgiu, Michael T. Marshall, Mirco Boschetti, Monica Pepe, Alfred Stein, Caroline Lievens

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.

Milad Mahour, Valentyn A. Tolpekin, Alfred Stein

Sensors, 2020

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

Shashwat Shukla, Valentyn A. Tolpekin, Shashi Kumar, Alfred Stein

Remote. Sens., 2020

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

Ge Qiu, Yuhai Bao, Xuchao Yang, Chen Wang, Tingting Ye, Alfred Stein, Peng Jia

Remote. Sens., 2020

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

Mengmeng Li, Alfred Stein

Remote. Sens., 2020

Spatio-temporal regression kriging for modelling urban NO2 concentrations.

Vera van Zoest, Frank B. Osei, Gerard Hoek, Alfred Stein

Int. J. Geogr. Inf. Sci., 2020

Predictive land value modelling in Guatemala City using a geostatistical approach and Space Syntax.

Jose Morales, Alfred Stein, Johannes Flacke, Jaap Zevenbergen

Int. J. Geogr. Inf. Sci., 2020

The spatial statistic trinity: A generic framework for spatial sampling and inference.

Jinfeng Wang, Bingbo Gao, Alfred Stein

Environ. Model. Softw., 2020

Assessing factors impacting the spatial discrepancy of remote sensing based cropland products: A case study in Africa.

Mohsen Nabil, Miao Zhang, José Bofana, Bingfang Wu, Alfred Stein, Taifeng Dong, Hongwei Zeng, Jiali Shang

Int. J. Appl. Earth Obs. Geoinformation, 2020

A Bayesian characterization of urban land use configurations from VHR remote sensing images.

Mengmeng Li, Alfred Stein, Kirsten M. de Beurs

Int. J. Appl. Earth Obs. Geoinformation, 2020

Building Instance Segmentation and Boundary Regularization from High-Resolution Remote Sensing Images.

Wufan Zhao, Claudio Persello, Alfred Stein

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

PolSARNet: A Deep Fully Convolutional Network for Polarimetric SAR Image Classification.

Adugna G. Mullissa, Claudio Persello, Alfred Stein

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.

Zian Cheng, Xiaoping Pang, Xi Zhao, Alfred Stein

Remote. Sens., 2019

Spatiotemporal Image Fusion in Remote Sensing.

Mariana Belgiu, Alfred Stein

Remote. Sens., 2019

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data.

Verónica Andreo, Mariana Belgiu, Diana Brito Hoyos, Frank B. Osei, Cecilia Provensal, Alfred Stein

Ecol. Informatics, 2019

2018

Polarimetry-Based Distributed Scatterer Processing Method for PSI Applications.

Adugna G. Mullissa, Daniele Perissin, Valentyn A. Tolpekin, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2018

Recurrent Multiresolution Convolutional Networks for VHR Image Classification.

John Ray Bergado, Claudio Persello, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2018

Estimating Tree Heights Using Multibaseline PolInSAR Data With Compensation for Temporal Decorrelation, Case Study: AfriSAR Campaign Data.

Nafiseh Ghasemi, Valentyn A. Tolpekin, Alfred Stein

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

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

Alfred Stein, Yong Ge, Inger Fabris-Rotelli

Remote. Sens., 2018

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

Sayan Mukhopadhaya, Anil Kumar, Alfred Stein

Remote. Sens., 2018

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

Nafiseh Ghasemi, Valentyn A. Tolpekin, Alfred Stein

Remote. Sens., 2018

Transferability and Upscaling of Fuzzy Classification for Shoreline Change over 30 Years.

Ratna Sari Dewi, Wietske Bijker, Alfred Stein, Muh Aris Marfai

Remote. Sens., 2018

Estimation of AOD Under Uncertainty: An Approach for Hyperspectral Airborne Data.

Nitin Bhatia, Valentyn A. Tolpekin, Alfred Stein, Ils Reusen

Remote. Sens., 2018

High-Resolution Remote Sensing Image Classification Using Associative Hierarchical CRF Considering Segmentation Quality.

Yun Yang, Alfred Stein, Valentyn A. Tolpekin, Yang Zhang

IEEE Geosci. Remote. Sens. Lett., 2018

A modified model for estimating tree height from PolInSAR with compensation for temporal decorrelation.

Nafiseh Ghasemi, Valentyn A. Tolpekin, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2018

Fusenet: End- to-End Multispectral Vhr Image Fusion and Classification.

John Ray Bergado, Claudio Persello, Alfred Stein

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.

Hossein Sheikhian, Mahmoud Reza Delavar, Alfred Stein

Trans. GIS, 2017

Incorporating Open Source Data for Bayesian Classification of Urban Land Use From VHR Stereo Images.

Mengmeng Li, Kirsten M. de Beurs, Alfred Stein, Wietske Bijker

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.

Jiao Wang, Peng Jia, Diego F. Cuadros, Min Xu, Xianliang Wang, Weidong Guo, Boris A. Portnov, Yuhai Bao, Yushan Chang, Genxin Song, Nan Chen, Alfred Stein

Remote. Sens., 2017

Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks.

Nicholus Mboga, Claudio Persello, John Ray Bergado, Alfred Stein

Remote. Sens., 2017

Comparing Fuzzy Sets and Random Sets to Model the Uncertainty of Fuzzy Shorelines.

Ratna Sari Dewi, Wietske Bijker, Alfred Stein

Remote. Sens., 2017

Change Vector Analysis to Monitor the Changes in Fuzzy Shorelines.

Ratna Sari Dewi, Wietske Bijker, Alfred Stein

Remote. Sens., 2017

Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images.

Claudio Persello, Alfred Stein

IEEE Geosci. Remote. Sens. Lett., 2017

Polarimetric differential SAR interferometry in an arid natural environment.

Adugna G. Mullissa, Valentyn A. Tolpekin, Alfred Stein, Daniele Perissin

Int. J. Appl. Earth Obs. Geoinformation, 2017

Scattering property based contextual PolSAR speckle filter.

Adugna G. Mullissa, Valentyn A. Tolpekin, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2017

Detection of informal settlements from VHR satellite images using convolutional neural networks.

Nicholus Mboga, Claudio Persello, John Ray Bergado, Alfred Stein

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

2016

Uncertainty analysis for image interpretations of urban slums.

Divyani Kohli, Alfred Stein, Richard Sliuzas

Comput. Environ. Urban Syst., 2016

Enhanced Subpixel Mapping With Spatial Distribution Patterns of Geographical Objects.

Yong Ge, Yuehong Chen, Alfred Stein, Sanping Li, Jianlong Hu

IEEE Trans. Geosci. Remote. Sens., 2016

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

Yong Ge, Yu Jiang, Yuehong Chen, Alfred Stein, Dong Jiang, Yuanxin Jia

Remote. Sens., 2016

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

Ratna Sari Dewi, Wietske Bijker, Alfred Stein, Muh Aris Marfai

Remote. Sens., 2016

Simulated Annealing With Variogram-Based Optimization to Quantify Spatial Patterns of Trees Extracted From High-Resolution Images.

Vandita Srivastava, Alfred Stein, David G. Rossiter, P. K. Garg, R. D. Garg

IEEE Geosci. Remote. Sens. Lett., 2016

Region-based urban road extraction from VHR satellite images using Binary Partition Tree.

Mengmeng Li, Alfred Stein, Wietske Bijker, Qingming Zhan

Int. J. Appl. Earth Obs. Geoinformation, 2016

Sensitivity analysis of the long-term trend in Antarctic sea ice extent.

Lei Xu, Xi Zhao, Xiaoping Pang, Alfred Stein, Qing Ji

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.

Mengmeng Li, Alfred Stein, Wietske Bijker

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

A WTLS-Based Method for Remote Sensing Imagery Registration.

Tianjun Wu, Yong Ge, Jianghao Wang, Alfred Stein, Yongze Song, Yunyan Du, Jiang-Hong Ma

IEEE Trans. Geosci. Remote. Sens., 2015

Sensitivity of Reflectance to Water Vapor and Aerosol Optical Thickness.

Nitin Bhatia, Valentyn A. Tolpekin, Ils Reusen, Sindy Sterckx, Jan Biesemans, Alfred Stein

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

Using geographically weighted regression kriging for crop yield mapping in West Africa.

Muhammad Imran, Alfred Stein, Raúl Zurita-Milla

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

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

Songnian Li, Suzana Dragicevic, François Anton, Monika Sester, Stephan Winter, Arzu Çöltekin, Christopher James Pettit, Bin Jiang, James Haworth, Alfred Stein, Tao Cheng

CoRR, 2015

Characterization and spatial modeling of urban sprawl in the Wuhan Metropolitan Area, China.

Chen Zeng, Yaolin Liu, Alfred Stein, Limin Jiao

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

2014

Improvement of Spatio-temporal Growth Estimates in Heterogeneous Forests Using Gaussian Bayesian Networks.

Yaseen T. Mustafa, Valentyn A. Tolpekin, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2014

Variation analysis of lake extension in space and time from MODIS images using random sets.

Xi Zhao, Alfred Stein, Xiang Zhang, Lian Feng, Xiaoling Chen

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).

Alfred Stein

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

Investigating rural poverty and marginality in Burkina Faso using remote sensing-based products.

Muhammad Imran, Alfred Stein, Raúl Zurita-Milla

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

Global sensitivity analysis of water vapour and visibility for atmospheric correction.

Nitin Bhatia, Jan Biesemans, Valentyn A. Tolpekin, Ils Reusen, Sindy Sterckx, Alfred Stein

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.

Nitin Bhatia, Jan Biesemans, Valentyn A. Tolpekin, Ils Reusen, Sindy Sterckx, Alfred Stein

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.

Liang Zhou, Alfred Stein

Comput. Environ. Urban Syst., 2013

Improving Representation of Land-use Maps Derived from Object-oriented Image Classification.

Wenxiu Gao, Alfred Stein, Li Yang, Ying Wang, Hui Fang

Trans. GIS, 2013

Transferability of Object-Oriented Image Analysis Methods for Slum Identification.

Divyani Kohli, Pankaj Warwadekar, Norman Kerle, Richard Sliuzas, Alfred Stein

Remote. Sens., 2013

Segmentation of Rumex obtusifolius using Gaussian Markov random fields.

Santosh Hiremath, Valentyn A. Tolpekin, Gerie W. A. M. van der Heijden, Alfred Stein

Mach. Vis. Appl., 2013

Integrating the Directional Effect of Traffic into Geostatistical Approaches for Travel Time Estimation.

Daoqin Tong, Wei-Hua Lin, Alfred Stein

Int. J. Intell. Transp. Syst. Res., 2013

Visualizing and quantifying the movement of vegetative drought using remote-sensing data and GIS.

Coco M. Rulinda, Alfred Stein, Ulan D. Turdukulov

Int. J. Geogr. Inf. Sci., 2013

Local interpolation of coseismic displacements measured by InSAR.

Muhammad Yaseen, Nicholas A. S. Hamm, Tsehaie Woldai, Valentyn A. Tolpekin, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2013

Spatial statistics for mapping the environment.

Gerard B. M. Heuvelink, Edzer J. Pebesma, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2013

2012

An ontology of slums for image-based classification.

Divyani Kohli, Richard Sliuzas, Norman Kerle, Alfred Stein

Comput. Environ. Urban Syst., 2012

Application of the Expectation Maximization Algorithm to Estimate Missing Values in Gaussian Bayesian Network Modeling for Forest Growth.

Yaseen T. Mustafa, Valentyn A. Tolpekin, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2012

Statistics-based outlier detection for wireless sensor networks.

Y. Zhang, Nicholas A. S. Hamm, Nirvana Meratnia, Alfred Stein, Marlies Van de Voort, Paul J. M. Havinga

Int. J. Geogr. Inf. Sci., 2012

Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images.

Juan Ardila, Wietske Bijker, Valentyn A. Tolpekin, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2012

Gaussian localized active contours for multitemporal analysis of urban tree crowns.

Juan Ardila, Wietske Bijker, Valentyn A. Tolpekin, Alfred Stein

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

2011

Quantification of Extensional Uncertainty of Segmented Image Objects by Random Sets.

Xi Zhao, Alfred Stein, Xiaoling Chen, X. Zhang

IEEE Trans. Geosci. Remote. Sens., 2011

Bayesian Network Modeling for Improving Forest Growth Estimates.

Yaseen T. Mustafa, Patrick E. Van Laake, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2011

Tree crown change detection using an object fuzzy based approach.

Juan Ardila, Wietske Bijker, Valentyn A. Tolpekin, Alfred Stein

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Fuzzy Methods in Image Mining.

Alfred Stein

Proceedings of the Methods for Handling Imperfect Spatial Information, 2010

Stereological Estimation of Uncertain and Changing Objects from Remote Sensing Image Mining.

Alfred Stein, Mamushet Zewuge Yifru

Trans. GIS, 2010

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

Rodolphe Devillers, Alfred Stein, Yvan Bédard, Nicholas Chrisman, Peter Fisher, Wenzhong Shi

Trans. GIS, 2010

Identifying factors of influence in the spatial distribution of domestic fires.

Olga Spatenková, Alfred Stein

Int. J. Geogr. Inf. Sci., 2010

Spatial statistics in geographical information science: from interpolation to probabilistic robotics.

Alfred Stein

Ann. GIS, 2010

Image mining for drought monitoring in eastern Africa using Meteosat SEVIRI data.

Coco M. Rulinda, Wietske Bijker, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2010

Spatial dependency of cholera prevalence on potential cholera reservoirs in an urban area, Kumasi, Ghana.

Frank B. Osei, Alfred A. Duker, Ellen-Wien Augustijn, Alfred Stein

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.

Valentyn A. Tolpekin, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2009

Optimum Sampling Scheme for Characterization of Mine Tailings.

Pravesh Debba, Emmanuel John M. Carranza, Alfred Stein, Freek D. van der Meer

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Field Sampling from a Segmented Image.

Pravesh Debba, Alfred Stein, Freek D. van der Meer, Emmanuel John M. Carranza, Arko Lucieer

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.

Daniël E. Van de Vlag, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2007

Image Mining for Modeling of Forest Fires From Meteosat Images.

Rajasekar Umamaheshwaran, Wietske Bijker, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2007

A system of types and operators for handling vague spatial objects.

Arta Dilo, Rolf A. de By, Alfred Stein

Int. J. Geogr. Inf. Sci., 2007

Metrics for Vague Spatial Objects Based on the Concept of Mass.

Arta Dilo, Rolf A. de By, Alfred Stein

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Abundance Estimation of Spectrally Similar Minerals by Using Derivative Spectra in Simulated Annealing.

Pravesh Debba, Emmanuel John M. Carranza, Freek D. van der Meer, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2006

2005

Use of the Bradley-Terry model to quantify association in remotely sensed images.

Alfred Stein, Jagannath Aryal, Gerrit Gort

IEEE Trans. Geosci. Remote. Sens., 2005

An application of problem and product ontologies for the revision of beach nourishments.

Daniël E. Van de Vlag, Bérengère Vasseur, Alfred Stein, Robert Jeansoulin

Int. J. Geogr. Inf. Sci., 2005

2004

Spatial variability in classification accuracy of agricultural crops in the Dutch national land-cover database.

Pepijn A. J. van Oort, Arnold K. Bregt, Sytze de Bruin, Allard J. W. de Wit, Alfred Stein

Int. J. Geogr. Inf. Sci., 2004

Handling Spatial Data Uncertainty Using a Fuzzy Geostatistical Approach for Modelling Methane Emissions at the Island of Java.

Alfred Stein, Mamta Verma

Proceedings of the Developments in Spatial Data Handling, 2004

2002

Existential uncertainty of spatial objects segmented from satellite sensor imagery.

Arko Lucieer, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 2002

2000

Statistical Aspects of Health and the Environment, 4.

Vie Baknett, Alfred Stein, Feridun Turkman

Technometrics, 2000

Use of GIS for a spatial and temporal analysis of Kenyan wildlife with generalised linear modelling.

Wilson M. Khaemba, Alfred Stein

Int. J. Geogr. Inf. Sci., 2000

1998

Bayesian classification and class area estimation of satellite images using stratification.

Ben Gorte, Alfred Stein

IEEE Trans. Geosci. Remote. Sens., 1998

1995

Interactive GIS for Environmental Risk Assessment.

Alfred Stein, Igor Staritsky, Johan Bouma, Jan Willem van Groenigen

Int. J. Geogr. Inf. Sci., 1995

1989

Propagation of errors in spatial modelling with GIS.

Gerard B. M. Heuvelink, Peter A. Burrough, Alfred Stein

Int. J. Geogr. Inf. Sci., 1989