Magnus Heitzler - Publications, H-index & Citations

Magnus Heitzler

ETH Zurich

12H指数

51论文数

704被引数

收录论文 8

发表时间

Vectorizing historical maps with topological consistency: A hybrid approach using transformers and contour-based instance segmentation

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-05-01

OAAI

Xia, Xue; Zhang, Tao; Heitzler, Magnus; Hurni, Lorenz

Identifying anthropogenic legacy in freshwater ecosystems

WILEY INTERDISCIPLINARY REVIEWS-WATER

IF5.8

2024-03-21

OAAI

Antonelli, Marta; Laube, Patrick; Doering, Michael; Scherelis, Victoria; Wu, Sidi; Hurni, Lorenz; Heitzler, Magnus; Weber, Christine

A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting 基于深度学习和符号绘画的历史地图道路矢量化分类新框架

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

IF8.3

2024-03-01

OAAI

Jiao, Chenjing; Heitzler, Magnus; Hurni, Lorenz

A fast and effective deep learning approach for road extraction from historical maps by automatically generating training data with symbol reconstruction 一种快速有效的深度学习方法，通过自动生成带有符号重构的训练数据从历史地图中提取道路

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2022-09-01

OAAI

Jiao, Chenjing; Heitzler, Magnus; Hurni, Lorenz

Leveraging uncertainty estimation and spatial pyramid pooling for extracting hydrological features from scanned historical topographic maps

GISCIENCE & REMOTE SENSING

IF6.9

2022-01-06

OAAI

Wu, Sidi; Heitzler, Magnus; Hurni, Lorenz

Estimating network related risks: A methodology and an application in the transport sector

NATURAL HAZARDS AND EARTH SYSTEM SCIENCES

IF4.7

2018-08-27

OAAI

Hackl, Jurgen; Lam, Juan Carlos; Heitzler, Magnus; Adey, Bryan T.; Hurni, Lorenz

Stress tests for a road network using fragility functions and functional capacity loss functions 使用脆弱性函数和功能容量损失函数对道路网络进行压力测试

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2018-05-01

OAAI

Lam, Juan Carlos; Adey, Bryan T.; Heitzler, Magnus; Hackl, Juergen; Gehl, Pierre; van Erp, Noel; D'Ayala, Dina; van Gelder, Pieter; Hurni, Lorenz

A method to visualize the evolution of multiple interacting spatial systems

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2016-07-01

PREAI

Heitzler, Magnus; Hackl, Jurgen; Adey, Bryan T.; Iosifescu-Enescu, Ionut; Lam, Juan Carlos; Hurni, Lorenz

研究方向