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2020 – today
- 2024
[j13]Xue Xia
, Tao Zhang, Magnus Heitzler, Lorenz Hurni:
Vectorizing historical maps with topological consistency: A hybrid approach using transformers and contour-based instance segmentation. Int. J. Appl. Earth Obs. Geoinformation 129: 103837 (2024)- [j12]Chenjing Jiao, Magnus Heitzler, Lorenz Hurni:
A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting. Comput. Environ. Urban Syst. 108: 102060 (2024) - [i4]Dominik J. Mühlematter, Sebastian Schweizer, Chenjing Jiao, Xue Xia, Magnus Heitzler, Lorenz Hurni:
Probabilistic road classification in historical maps using synthetic data and deep learning. CoRR abs/2410.02250 (2024) - 2022
- [j11]Chenjing Jiao, Magnus Heitzler, Lorenz Hurni:
A fast and effective deep learning approach for road extraction from historical maps by automatically generating training data with symbol reconstruction. Int. J. Appl. Earth Obs. Geoinformation 113: 102980 (2022) - [j10]Marianna Farmakis-Serebryakova, Magnus Heitzler, Lorenz Hurni:
Terrain Segmentation Using a U-Net for Improved Relief Shading. ISPRS Int. J. Geo Inf. 11(7): 395 (2022) - [c1]Sidi Wu, Raimund Schnürer, Magnus Heitzler, Lorenz Hurni:
Unsupervised historical map registration by a deformation neural network. GeoAI@SIGSPATIAL 2022: 76-81 - [i3]Raimund Schnürer, A. Cengiz Öztireli, Magnus Heitzler, René Sieber, Lorenz Hurni:
Inferring Implicit 3D Representations from Human Figures on Pictorial Maps. CoRR abs/2209.02385 (2022) - 2021
- [j9]Chenjing Jiao, Magnus Heitzler, Lorenz Hurni:
A survey of road feature extraction methods from raster maps. Trans. GIS 25(6): 2734-2763 (2021) - [j8]Bernhard Jenny, Magnus Heitzler, Dilpreet Singh, Marianna Farmakis-Serebryakova, Jeffery Chieh Liu, Lorenz Hurni:
Cartographic Relief Shading with Neural Networks. IEEE Trans. Vis. Comput. Graph. 27(2): 1225-1235 (2021) - 2020
- [j7]Marius Hogräfer, Magnus Heitzler, Hans-Jörg Schulz:
The State of the Art in Map-Like Visualization. Comput. Graph. Forum 39(3): 647-674 (2020) - [j6]Magnus Heitzler, Lorenz Hurni:
Cartographic reconstruction of building footprints from historical maps: A study on the Swiss Siegfried map. Trans. GIS 24(2): 442-461 (2020) - [i2]Bernhard Jenny, Magnus Heitzler, Dilpreet Singh, Marianna Farmakis-Serebryakova, Jeffery Chieh Liu, Lorenz Hurni:
Cartographic Relief Shading with Neural Networks. CoRR abs/2010.01256 (2020)
2010 – 2019
- 2019
- [j5]Magnus Heitzler, Hans-Rudolf Bär, Roland Schenkel, Lorenz Hurni:
The Light Source Metaphor Revisited - Bringing an Old Concept for Teaching Map Projections to the Modern Web. ISPRS Int. J. Geo Inf. 8(4): 162 (2019) - 2018
- [j4]Juan Carlos Lam, Bryan T. Adey, Magnus Heitzler, Jürgen Hackl, Pierre Gehl, H. R. Noel van Erp, Dina D'Ayala, Pieter H. A. J. M. van Gelder, Lorenz Hurni:
Stress tests for a road network using fragility functions and functional capacity loss functions. Reliab. Eng. Syst. Saf. 173: 78-93 (2018) - [i1]Magnus Heitzler, Hans-Rudolf Bär, Roland Schenkel, Lorenz Hurni:
An interactive tool for teaching map projections. PeerJ Prepr. 6: e27218 (2018) - 2017
- [b1]Magnus Heitzler:
Visualization Methods for Simulation-based Natural Disaster Risk Assessments of Road Networks. ETH Zurich, Zürich, Switzerland, 2017 - [j3]Magnus Heitzler, Juan Carlos Lam, Jürgen Hackl, Bryan T. Adey, Lorenz Hurni:
A Simulation and Visualization Environment for Spatiotemporal Disaster Risk Assessments of Network Infrastructures. Cartogr. Int. J. Geogr. Inf. Geovisualization 52(4): 349-363 (2017) - [j2]Hans-Jörg Schulz, Thomas Nocke, Magnus Heitzler, Heidrun Schumann:
A systematic view on data descriptors for the visual analysis of tabular data. Inf. Vis. 16(3): 232-256 (2017) - 2013
- [j1]Hans-Jörg Schulz, Thomas Nocke, Magnus Heitzler, Heidrun Schumann:
A Design Space of Visualization Tasks. IEEE Trans. Vis. Comput. Graph. 19(12): 2366-2375 (2013)
Coauthor Index
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