Magnus Heitzler

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 16

Top Topics

Virtual Colonoscopy

Nonrigid Image Registration

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Appl. Earth Obs. Geoinformation

Publications

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 (2024)
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 (2024)
Raimund Schnürer, A. Cengiz Öztireli, Magnus Heitzler, René Sieber, Lorenz Hurni
Inferring Implicit 3D Representations from Human Figures on Pictorial Maps. CoRR (2022)
Sidi Wu, Raimund Schnürer, Magnus Heitzler, Lorenz Hurni
Unsupervised historical map registration by a deformation neural network. GeoAI@SIGSPATIAL (2022)
Marianna Farmakis-Serebryakova, Magnus Heitzler, Lorenz Hurni
Terrain Segmentation Using a U-Net for Improved Relief Shading. ISPRS Int. J. Geo Inf. 11 (7) (2022)
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 (2022)
Chenjing Jiao, Magnus Heitzler, Lorenz Hurni
A survey of road feature extraction methods from raster maps. Trans. GIS 25 (6) (2021)
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) (2021)
Marius Hogräfer, Magnus Heitzler, Hans-Jörg Schulz
The State of the Art in Map-Like Visualization. Comput. Graph. Forum 39 (3) (2020)
Magnus Heitzler, Lorenz Hurni
Cartographic reconstruction of building footprints from historical maps: A study on the Swiss Siegfried map. Trans. GIS 24 (2) (2020)
Bernhard Jenny, Magnus Heitzler, Dilpreet Singh, Marianna Farmakis-Serebryakova, Jeffery Chieh Liu, Lorenz Hurni
Cartographic Relief Shading with Neural Networks. CoRR (2020)
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) (2019)
Magnus Heitzler, Hans-Rudolf Bär, Roland Schenkel, Lorenz Hurni
An interactive tool for teaching map projections. PeerJ Prepr. 6 (2018)
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 (2018)
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) (2017)
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) (2017)
Hans-Jörg Schulz, Thomas Nocke, Magnus Heitzler, Heidrun Schumann
A Design Space of Visualization Tasks. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)