Stefan Leyk
Orcid: 0000-0001-9180-4853Affiliations:
- University of Colorado, USA
According to our database1,
Stefan Leyk
authored at least 33 papers
between 2004 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Spatially explicit accuracy assessment of deep learning-based, fine-resolution built-up land data in the United States.
Int. J. Appl. Earth Obs. Geoinformation, September, 2023
Building spatio-temporal knowledge graphs from vectorized topographic historical maps.
Semantic Web, 2023
2022
Towards the automated large-scale reconstruction of past road networks from historical maps.
Comput. Environ. Urban Syst., 2022
Comput. Environ. Urban Syst., 2022
ISPRS Int. J. Geo Inf., 2022
MTBF-33: A multi-temporal building footprint dataset for 33 counties in the United States (1900-2015).
CoRR, 2022
2021
Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents.
Remote. Sens., 2021
Remote. Sens., 2021
A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning.
Int. J. Geogr. Inf. Sci., 2020
Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective.
Int. J. Digit. Earth, 2020
Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks.
IEEE Access, 2020
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the Semantic Web - 17th International Conference, 2020
2018
Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections.
ISPRS Int. J. Geo Inf., 2018
Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.
IET Image Process., 2018
Enhancing areal interpolation frameworks through dasymetric refinement to create consistent population estimates across censuses.
Int. J. Geogr. Inf. Sci., 2018
Proceedings of the Second Workshop on Enabling Open Semantic Science co-located with 17th International Semantic Web Conference, 2018
2017
A framework for radiometric sensitivity evaluation of medium resolution remote sensing time series data to built-up land cover change.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Automatic alignment of geographic features in contemporary vector data and historical maps.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017
2016
Exploiting temporal information in parcel data to refine small area population estimates.
Comput. Environ. Urban Syst., 2016
Assessing the impact of graphical quality on automatic text recognition in digital maps.
Comput. Geosci., 2016
2015
Understanding the Combined Impacts of Aggregation and Spatial Non-Stationarity: The Case of Migration-Environment Associations in Rural South Africa.
Trans. GIS, 2015
2014
2013
Modeling Ambiguity in Census Microdata Allocations to Improve Demographic Small Area Estimates.
Trans. GIS, 2013
Assessing the uncertainty of non-change in national-scale vegetation mapping using 3D wavelet transformed NDVI time series.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2011
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011
2010
Colors of the past: color image segmentation in historical topographic maps based on homogeneity.
GeoInformatica, 2010
2009
Segmentation of Colour Layers in Historical Maps Based on Hierarchical Colour Sampling.
Proceedings of the Graphics Recognition. Achievements, 2009
2006
Saliency and semantic processing: Extracting forest cover from historical topographic maps.
Pattern Recognit., 2006
2005
A Conceptual Framework for Uncertainty Investigation in Map-based Land Cover Change Modelling.
Trans. GIS, 2005
2004
A Predictive Uncertainty Model for Field-Based Survey Maps Using Generalized Linear Models.
Proceedings of the Geographic Information Science, Third International Conference, 2004