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Magnus Heitzler
Magnus Heitzler
Verified email at ethz.ch
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Year
A design space of visualization tasks
HJ Schulz, T Nocke, M Heitzler, H Schumann
IEEE Transactions on Visualization and Computer Graphics 19 (12), 2366-2375, 2013
2682013
The state of the art in map‐like visualization
M Hogräfer, M Heitzler, HJ Schulz
Computer Graphics Forum 39 (3), 647-674, 2020
782020
Estimating network related risks: A methodology and an application in the transport sector
J Hackl, JC Lam, M Heitzler, BT Adey, L Hurni
Natural Hazards and Earth System Sciences 18 (8), 2273-2293, 2018
702018
Cartographic reconstruction of building footprints from historical maps: A study on the Swiss Siegfried map
M Heitzler, L Hurni
Transactions in GIS 24 (2), 442-461, 2020
572020
Cartographic relief shading with neural networks
B Jenny, M Heitzler, D Singh, M Farmakis-Serebryakova, JC Liu, L Hurni
IEEE Transactions on Visualization and Computer graphics 27 (2), 1225-1235, 2020
462020
GPU-accelerated rendering methods to visually analyze large-scale disaster simulation data
M Heitzler, JC Lam, J Hackl, BT Adey, L Hurni
Journal of Geovisualization and Spatial Analysis 1, 1-18, 2017
382017
Ensuring acceptable levels of infrastructure related risks due to natural hazards with emphasis on conducting stress tests
BT Adey, J Hackl, JC Lam, P Van Gelder, P Prak, N Van Erp, M Heitzler, ...
Proceedings of the 1st International Symposium on Infrastructure Asset …, 2016
372016
Stress tests for a road network using fragility functions and functional capacity loss functions
JC Lam, BT Adey, M Heitzler, J Hackl, P Gehl, N Van Erp, D d'Ayala, ...
Reliability Engineering & System Safety 173, 78-93, 2018
342018
An overarching risk assessment process to evaluate the risks associated with infrastructure networks due to natural hazards
JT Hackl, BT Adey, MT Heitzler, IT Iosifescu-Enescu
International Journal of Performability Engineering 11 (2), 153-168, 2015
342015
A survey of road feature extraction methods from raster maps
C Jiao, M Heitzler, L Hurni
Transactions in GIS 25 (6), 2734-2763, 2021
332021
A fast and effective deep learning approach for road extraction from historical maps by automatically generating training data with symbol reconstruction
C Jiao, M Heitzler, L Hurni
International Journal of Applied Earth Observation and Geoinformation 113 …, 2022
222022
A systematic view on data descriptors for the visual analysis of tabular data
HJ Schulz, T Nocke, M Heitzler, H Schumann
Information Visualization 16 (3), 232-256, 2017
202017
Leveraging uncertainty estimation and spatial pyramid pooling for extracting hydrological features from scanned historical topographic maps
S Wu, M Heitzler, L Hurni
GIScience & Remote Sensing 59 (1), 200-214, 2022
182022
Impact assessment of extreme hydrometeorological hazard events on road networks
J Carlos Lam, J Hackl, M Heitzler, BT Adey, L Hurni
Journal of Infrastructure Systems 26 (2), 04020005, 2020
142020
Extracting wetlands from swiss historical maps with convolutional neural networks
C Jiao, M Heitzler, L Hurni
Proceedings of automatic vectorisation of historical maps, 33-38, 2020
142020
A simulation and visualization environment for spatiotemporal disaster risk assessments of network infrastructures
M Heitzler, JC Lam, J Hackl, BT Adey, L Hurni
Cartographica: The International Journal for Geographic Information and …, 2017
142017
Modelling the functional capacity losses of networks exposed to hazards
JC Lam, M Heitzler, J Hackl, BT Adey, L Hurni
Sustainable and Resilient Infrastructure 5 (1-2), 30-48, 2020
132020
A method to visualize the evolution of multiple interacting spatial systems
M Heitzler, J Hackl, BT Adey, I Iosifescu-Enescu, JC Lam, L Hurni
ISPRS Journal of Photogrammetry and Remote Sensing 117, 217-226, 2016
112016
Development of flood and mudflow events for the spatio-temporal risk assessment of networks
J Hackl, M Heitzler, JC Lam, BT Adey, L Hurni
European Water 57, 197-203, 2017
92017
Unlocking the geospatial past with deep learning–establishing a hub for historical map data in switzerland
M Heitzler, L Hurni
Abstracts of the ICA 1, 1-2, 2019
82019
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Articles 1–20