6 citations · 6 across the 3 of their papers we have counts for
4 papers · 1 filter
Automated Detection and Encoding of Cartographic Signs in Historical Maps
Remi Petitpierre
Symbols and icons in archival maps represent an expansive source of evidence for historical geography. In this paper, we present a two-stage framework for (1) detecting cartographi…
Generalizable Multiscale Segmentation of Heterogeneous Map Collections
Remi Petitpierre
Historical map collections are highly diverse in style, scale, and geographic focus, often consisting of many single-sheet documents. Yet most work in map recognition focuses on sp…
Studying Maps at Scale: A Digital Investigation of Cartography and the Evolution of Figuration
Remi Petitpierre
This thesis presents methods and datasets to investigate cartographic heritage on a large scale and from a cultural perspective. Heritage institutions worldwide have digitized more…
Neural networks for semantic segmentation of historical city maps: Cross-cultural performance and the impact of figurative diversity
Rémi Petitpierre
In this work, we present a new semantic segmentation model for historical city maps that surpasses the state of the art in terms of flexibility and performance. Research in automat…