List of works - Monika Sester

3D Uncertain Implicit Surface Mapping Using GMM and GP

scientific article published in November 2024

3D building roof reconstruction from point clouds via generative models

6th ACM SIGSPATIAL International Workshop on Computational Transportation Science

scientific article published on 27 October 2014

A Systematic Literature Review on Machine Learning in Shared Mobility

scientific article published in January 2023

A framework for automatically visualizing and recommending efficient routes

scholarly article

A generative statistical approach to automatic 3D building roof reconstruction from laser scanning data

scientific article published in May 2013

ACCURACY ANALYSIS OF A LOW-COST PLATFORM FOR POSITIONING AND NAVIGATION

scientific article published on 11 July 2012

An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival

scientific article published on 7 March 2024

Analysis of mobility data – A focus on Mobile Mapping Systems

scientific article published on 2 January 2020

Analyzing urban crash incidents: An advanced endogenous approach using spatiotemporal weights matrix

scientific article published on 14 February 2024

Area Collapse and Road Centerlines based on Straight Skeletons

Areal rainfall estimation using moving cars – computer experiments including hydrological modeling

article by Ehsan Rabiei et al published 26 September 2016 in Hydrology and Earth System Sciences

Autonomous car and ride sharing: flexible road trains

BUILDING GENERALIZATION USING DEEP LEARNING

scientific article published on 19 September 2018

Decentralized Gradient-based Field Motion Estimation with a Wireless Sensor Network

Deriving scale-transition matrices from map samples for simulated annealing-based aggregation

Determination of building flood risk maps from LiDAR mobile mapping data

scientific article published in April 2022

ENHANCING THE RESOLUTION OF URBAN DIGITAL TERRAIN MODELS USING MOBILE MAPPING SYSTEMS

scientific article published on 12 September 2018

EXPLORING ALS AND DIM DATA FOR SEMANTIC SEGMENTATION USING CNNS

scientific article published on 26 September 2018

Ein Algorithmus zur Erstellung eines vereinfachten Bahnnetzes durch Generalisierung

scientific article published in February 2015

Enriching Navigation Instructions to Support the Formation of Mental Maps

scientific article published in 2015

Evaluating the effectiveness of different cartographic design variants for influencing route choice

scientific article published on 6 January 2021

Exploring User Semantic Annotation from Trajectories in the Scenario of Shared Locations

scientific article published on 30 May 2024

Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges

scientific article published on 21 March 2022

Extraction of Pluvial Flood Relevant Volunteered Geographic Information (VGI) by Deep Learning from User Generated Texts and Photos

scientific article published on 25 January 2018

Field Motion Estimation with a Geosensor Network

scientific article published on 27 September 2016

Flood severity mapping from Volunteered Geographic Information by interpreting water level from images containing people: A case study of Hurricane Harvey

scientific article published in November 2020

Front Matter, Table of Contents, Preface, Conference Organization

scientific article published in January 2018

GEOMETRICAL ADJUSTMENT TOWARDS THE ALIGNMENT OF VECTOR DATABASES

scientific article published on 16 July 2012

GIS-based identification and assessment of suitable meeting point locations for ride-sharing

scientific article published in January 2017

GPS-Aided Video Tracking

scientific article published on 6 August 2015

Gap completion in point cloud scene occluded by vehicles using SGC-Net

scientific article published in September 2024

Gaussian Process Mapping of Uncertain Building Models With GMM as Prior

scientific article published in October 2023

Generating evidential BEV maps in continuous driving space

scientific article published in 2023

Generative models for road network reconstruction

scientific article published on 24 September 2015

Geometric quality enhancement of legacy graphical cadastral datasets through thin plate splines transformation

scientific article published in April 2012

Geospatial Information Research: State of the Art, Case Studies and Future Perspectives

scientific article published in 2022

Geospatial big data handling theory and methods: A review and research challenges

article

IDENTIFICATION OF SIMILARITIES AND PREDICTION OF UNKNOWN FEATURES IN AN URBAN STREET NETWORK

scientific article published on 19 September 2018

IMPROVING 3D PEDESTRIAN DETECTION FOR WEARABLE SENSOR DATA WITH 2D HUMAN POSE

scientific article published in 2022

INCREMENTAL MAP REFINEMENT OF BUILDING INFORMATION USING LIDAR POINT CLOUDS

scientific article published on 28 June 2021

INTERSECTION DETECTION BASED ON QUALITATIVE SPATIAL REASONING ON STOPPING POINT CLUSTERS

scientific article published on 7 June 2016

Impact‐Based Forecasting for Pluvial Floods

scientific article

Improving Parking Availability Maps using Information from Nearby Roads

scientific article published in January 2016

Information from imagery: ISPRS scientific vision and research agenda

scientific article published in May 2016

Integrating and Generalising Volunteered Geographic Information

Integrating network structures of different geometric representations

scientific article published in November 2013

Integrity and Collaboration in Dynamic Sensor Networks.

scientific article published on 23 July 2018

JOINT CLASSIFICATION OF ALS AND DIM POINT CLOUDS

scientific article published on 5 June 2019

Learning Cartographic Building Generalization with Deep Convolutional Neural Networks

scientific article published on 30 May 2019

Learning a Precipitation Indicator from Traffic Speed Variation Patterns

scientific article published in January 2020

Locality and the adaptation of river‐related built environment

scientific article published in September 2023

Location- and time-dependent meeting point recommendations for shared interurban rides

MULTI-SCALE BUILDING MAPS FROM AERIAL IMAGERY

scientific article published on 21 August 2020

Mapping similarities in temporal parking occupancy behavior based on city-wide parking meter data

scholarly article published on 16 May 2018

Mining group movement patterns

Model generalization of two different drainage patterns by self-organizing maps

scientific article published on 13 January 2014

Modeling Mixed Traffic in Shared Space Using LSTM with Probability Density Mapping

Nudging travelers to favorable routes: The impact of visual communication and emotional responses on decision making

scholarly article in Abstracts of the ICA, vol. 3, December 2021

On-street Parking Statistics Using LiDAR Mobile Mapping

Pedestrian Group Detection in Shared Space

PolygonTranslator - learning to simplify building footprints from one scale to another

scientific article published on 11 August 2023

Quality assessment of OpenStreetMap data using trajectory mining

Rainfall Estimation with a Geosensor Network of Cars - Theoretical Considerations and First Results

scientific article published in May 2013

Real-world meeting points for shared demand-responsive transportation systems

scientific article published on 29 July 2019

Revealing Underlying Structure and Behaviour from Movement Data

scientific article published on 28 March 2012

SEMANTIC SEGMENTATION OF MANMADE LANDSCAPE STRUCTURES IN DIGITAL TERRAIN MODELS

scholarly article

SPATIAL ANALYSIS OF EXTERNAL INFLUENCES ON TRAFFIC ACCIDENTS USING OPEN DATA

scientific article published in 2022

Self-Supervised Learning for Semantic Segmentation of Archaeological Monuments in DTMs

scientific article published in January 2023

TRAFFIC CONTROL RECOGNITION WITH AN ATTENTION MECHANISM USING SPEED-PROFILE AND SATELLITE IMAGERY DATA

scientific article published in 2022

The Challenge of Data Analytics with Climate-neutral Urban Mobility (Vision Paper)

scientific article published on 23 February 2024

Towards a computational transportation science

scientific article published on 25 May 2011

Towards a computational transportation science

scientific article published on 8 February 2011

Traffic Control Recognition with Speed-Profiles: A Deep Learning Approach

scientific article published on 30 October 2020

Traffic Regulator Detection Using GPS Trajectories

scientific article published on 26 July 2020

Travel-Mode Classification for Optimizing Vehicular Travel Route Planning

scientific article published in 2013

Uncertainty handling in navigation services using rough and fuzzy set theory

scientific article published on 22 February 2013

Visual Communication of Bicycle Routes Using Cartographic Symbols

scientific article published in 2023

Volunteered Geographic Information: Interpretation, Visualisation and Social Computing (VGIscience)

scientific article published on 16 May 2018

List of works by Monika Sester

3D Uncertain Implicit Surface Mapping Using GMM and GP

3D building roof reconstruction from point clouds via generative models

6th ACM SIGSPATIAL International Workshop on Computational Transportation Science

A Systematic Literature Review on Machine Learning in Shared Mobility

A framework for automatically visualizing and recommending efficient routes

A generative statistical approach to automatic 3D building roof reconstruction from laser scanning data

ACCURACY ANALYSIS OF A LOW-COST PLATFORM FOR POSITIONING AND NAVIGATION

An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival

Analysis of mobility data – A focus on Mobile Mapping Systems

Analyzing urban crash incidents: An advanced endogenous approach using spatiotemporal weights matrix

Area Collapse and Road Centerlines based on Straight Skeletons

Areal rainfall estimation using moving cars – computer experiments including hydrological modeling

Autonomous car and ride sharing: flexible road trains

BUILDING GENERALIZATION USING DEEP LEARNING

Decentralized Gradient-based Field Motion Estimation with a Wireless Sensor Network

Deriving scale-transition matrices from map samples for simulated annealing-based aggregation

Determination of building flood risk maps from LiDAR mobile mapping data

ENHANCING THE RESOLUTION OF URBAN DIGITAL TERRAIN MODELS USING MOBILE MAPPING SYSTEMS

EXPLORING ALS AND DIM DATA FOR SEMANTIC SEGMENTATION USING CNNS

Ein Algorithmus zur Erstellung eines vereinfachten Bahnnetzes durch Generalisierung

Enriching Navigation Instructions to Support the Formation of Mental Maps

Evaluating the effectiveness of different cartographic design variants for influencing route choice

Exploring User Semantic Annotation from Trajectories in the Scenario of Shared Locations

Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges

Extraction of Pluvial Flood Relevant Volunteered Geographic Information (VGI) by Deep Learning from User Generated Texts and Photos

Field Motion Estimation with a Geosensor Network

Flood severity mapping from Volunteered Geographic Information by interpreting water level from images containing people: A case study of Hurricane Harvey

Front Matter, Table of Contents, Preface, Conference Organization

GEOMETRICAL ADJUSTMENT TOWARDS THE ALIGNMENT OF VECTOR DATABASES

GIS-based identification and assessment of suitable meeting point locations for ride-sharing

GPS-Aided Video Tracking

Gap completion in point cloud scene occluded by vehicles using SGC-Net

Gaussian Process Mapping of Uncertain Building Models With GMM as Prior

Generating evidential BEV maps in continuous driving space

Generative models for road network reconstruction

Geometric quality enhancement of legacy graphical cadastral datasets through thin plate splines transformation

Geospatial Information Research: State of the Art, Case Studies and Future Perspectives

Geospatial big data handling theory and methods: A review and research challenges

IDENTIFICATION OF SIMILARITIES AND PREDICTION OF UNKNOWN FEATURES IN AN URBAN STREET NETWORK

IMPROVING 3D PEDESTRIAN DETECTION FOR WEARABLE SENSOR DATA WITH 2D HUMAN POSE

INCREMENTAL MAP REFINEMENT OF BUILDING INFORMATION USING LIDAR POINT CLOUDS

INTERSECTION DETECTION BASED ON QUALITATIVE SPATIAL REASONING ON STOPPING POINT CLUSTERS

Impact‐Based Forecasting for Pluvial Floods

Improving Parking Availability Maps using Information from Nearby Roads

Information from imagery: ISPRS scientific vision and research agenda

Integrating and Generalising Volunteered Geographic Information

Integrating network structures of different geometric representations

Integrity and Collaboration in Dynamic Sensor Networks.

JOINT CLASSIFICATION OF ALS AND DIM POINT CLOUDS

Learning Cartographic Building Generalization with Deep Convolutional Neural Networks

Learning a Precipitation Indicator from Traffic Speed Variation Patterns

Locality and the adaptation of river‐related built environment

Location- and time-dependent meeting point recommendations for shared interurban rides

MULTI-SCALE BUILDING MAPS FROM AERIAL IMAGERY

Mapping similarities in temporal parking occupancy behavior based on city-wide parking meter data

Mining group movement patterns

Model generalization of two different drainage patterns by self-organizing maps

Modeling Mixed Traffic in Shared Space Using LSTM with Probability Density Mapping

Nudging travelers to favorable routes: The impact of visual communication and emotional responses on decision making

On-street Parking Statistics Using LiDAR Mobile Mapping

Pedestrian Group Detection in Shared Space

PolygonTranslator - learning to simplify building footprints from one scale to another

Quality assessment of OpenStreetMap data using trajectory mining

Rainfall Estimation with a Geosensor Network of Cars - Theoretical Considerations and First Results

Real-world meeting points for shared demand-responsive transportation systems

Revealing Underlying Structure and Behaviour from Movement Data

SEMANTIC SEGMENTATION OF MANMADE LANDSCAPE STRUCTURES IN DIGITAL TERRAIN MODELS

SPATIAL ANALYSIS OF EXTERNAL INFLUENCES ON TRAFFIC ACCIDENTS USING OPEN DATA

Self-Supervised Learning for Semantic Segmentation of Archaeological Monuments in DTMs

TRAFFIC CONTROL RECOGNITION WITH AN ATTENTION MECHANISM USING SPEED-PROFILE AND SATELLITE IMAGERY DATA

The Challenge of Data Analytics with Climate-neutral Urban Mobility (Vision Paper)

Towards a computational transportation science

Towards a computational transportation science

Traffic Control Recognition with Speed-Profiles: A Deep Learning Approach

Traffic Regulator Detection Using GPS Trajectories

Travel-Mode Classification for Optimizing Vehicular Travel Route Planning

Uncertainty handling in navigation services using rough and fuzzy set theory

Visual Communication of Bicycle Routes Using Cartographic Symbols

Volunteered Geographic Information: Interpretation, Visualisation and Social Computing (VGIscience)