Automatic alignment of geographic features in contemporary vector data and historical maps. - Weiwei Duan; Yao-Yi Chiang; Craig A. Knoblock; Vinil Jain; Dan Feldman; Johannes H. Uhl; Stefan Leyk (GeoAI@SIGSPATIAL, 2017)

A framework for radiometric sensitivity evaluation of medium resolution remote sensing time series data to built-up land cover change. - Johannes H. Uhl; Stefan Leyk (IGARSS, 2017)

Building Linked Data from Historical Maps. - Chun Lin; Hang Su; Craig A. Knoblock; Yao-Yi Chiang; Weiwei Duan; Stefan Leyk; Johannes H. Uhl (SemSci@ISWC, 2018)

Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing. - Johannes H. Uhl; Stefan Leyk; Yao-Yi Chiang; Weiwei Duan; Craig A. Knoblock (IET Image Process., 2018)

Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections. - Johannes H. Uhl; Stefan Leyk; Yao-Yi Chiang; Weiwei Duan; Craig A. Knoblock (ISPRS Int. J. Geo Inf., 2018)

Building Linked Spatio-Temporal Data from Vectorized Historical Maps. - Basel Shbita; Craig A. Knoblock; Weiwei Duan; Yao-Yi Chiang; Johannes H. Uhl; Stefan Leyk (ESWC, 2020)

An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images. - Zekun Li 007; Yao-Yi Chiang; Sasan Tavakkol; Basel Shbita; Johannes H. Uhl; Stefan Leyk; Craig A. Knoblock (KDD, 2020)

Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks. - Johannes H. Uhl; Stefan Leyk; Yao-Yi Chiang; Weiwei Duan; Craig A. Knoblock (IEEE Access, 2020)

Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective. - Johannes H. Uhl; Hamidreza Zoraghein; Stefan Leyk; Deborah Balk; Christina Corbane; Vasileios Syrris; Aneta J. Florczyk (Int. J. Digit. Earth, 2020)

Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning. - Weiwei Duan; Yao-Yi Chiang; Stefan Leyk; Johannes H. Uhl; Craig A. Knoblock (Int. J. Geogr. Inf. Sci., 2020)

Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images. - Weiwei Duan; Yao-Yi Chiang; Stefan Leyk; Johannes H. Uhl; Craig A. Knoblock (IEEE BigData, 2021)

A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition. - Weiwei Duan; Yao-Yi Chiang; Stefan Leyk; Johannes H. Uhl; Craig A. Knoblock (IEEE BigData, 2021)

Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents. - Johannes H. Uhl; Stefan Leyk; Zekun Li 007; Weiwei Duan; Basel Shbita; Yao-Yi Chiang; Craig A. Knoblock (Remote. Sens., 2021)

MTBF-33: A multi-temporal building footprint dataset for 33 counties in the United States (1900-2015). - Johannes H. Uhl; Stefan Leyk (CoRR, 2022)

Road network evolution in the urban and rural United States since 1900. - Keith Burghardt; Johannes H. Uhl; Kristina Lerman; Stefan Leyk (Comput. Environ. Urban Syst., 2022)

Towards the automated large-scale reconstruction of past road networks from historical maps. - Johannes H. Uhl; Stefan Leyk; Yao-Yi Chiang; Craig A. Knoblock (Comput. Environ. Urban Syst., 2022)

Building spatio-temporal knowledge graphs from vectorized topographic historical maps. - Basel Shbita; Craig A. Knoblock; Weiwei Duan; Yao-Yi Chiang; Johannes H. Uhl; Stefan Leyk (Semantic Web, 2023)

Spatially explicit accuracy assessment of deep learning-based, fine-resolution built-up land data in the United States. - Johannes H. Uhl; Stefan Leyk (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Towards a Quasi-Global Accuracy Assessment of Built-Up Surface Estimates Derived From Sentinel-2 Multispectral Data. - Johannes H. Uhl; Martino Pesaresi; Panagiotis Politis; Katarzyna Goch; Michele Melchiorri; Thomas Kemper (IGARSS, 2024)

Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data. - Martino Pesaresi; Marcello Schiavina; Panagiotis Politis; Sérgio Freire 002; Katarzyna Krasnodebska; Johannes H. Uhl; Alessandra Carioli; Christina Corbane; Lewis Dijkstra; Pietro Florio; Hannah K. Friedrich; Jing Gao; et al. (Int. J. Digit. Earth, 2024)

Towards Large-scale Backcasting of Urban Built-up Surface Estimates to 1950 by Integrating Earth Observation Data and Multimodal Geospatial Data. - Johannes H. Uhl; Martino Pesaresi; Katarzyna Krasnodebska; Lewis Dijkstra; Daniele Ehrlich; Thomas Kemper (JURSE, 2025)