Weiwei Duan

2021

Weiwei Duan, Chiang, Y. Y., Uhl, J. H., Leyk, S., & Knoblock, C. A. A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition.

Weiwei Duan, Chiang, Y. Y., Uhl, J. H., Leyk, S., & Knoblock, C. A. Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images.

2018

Weiwei Duan, Chiang, Y. Y. Automatic Generation of Precisely Delineated Geographic Features from Georeferenced Historical Maps Using Deep Learning.

Weiwei Duan, Chiang, Y. Y., Knoblock, C. A., Uhl, J. H., & Leyk, S. SRC: A Fully Automatic Geographic Feature Recognition System.

Chun Lin, H. S.; Craig A. Knoblock, Y. C.; Weiwei Duan , S. L. Building Linked Data from Historical Maps.

Uhl, J. H; Leyk, S.; Chiang, Y.; Duan, W. ; and Knoblock, C. A. Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.

Uhl, J. H; Leyk, S.; Chiang, Y.; Duan, W. ; and Knoblock, C. A. Map Archive Mining: Visual-analytical Approaches to Explore Large Historical Map Collections.

2017

Weiwei Duan, Chiang, Y.-Y., Knoblock, C. A., Jain V., Feldman, D., Uhl, J. H., Leyk, S. Automatic Alignment of Geographic Features in Contemporary Vector Data and Historical Maps.

Uhl, J. H; Leyk, S.; Chiang, Y.; Duan, W. ; and Knoblock, C. A. Extracting Human Settlement Footprint from Historical Topographic Map Series Using Context-Based Machine Learning .

2016

Weiwei Duan, Chiang, Y. Y. Building knowledge graph from public data for predictive analysis: a case study on predicting technology future centers in space and time.