Page 13 - Booklet 3D GeoInfo 2019

Session: Machine Learning
Thursday, 26 September 2019 – 16:00 to 17:30

Semantically enriched high resolution LoD 3 building model generation
Armin Gruen, Simon Schubiger, Ringjun Qin, Gerhard Schrotter, Biao Xiong, Jiaqiang Li, Xiao
Ling, Changlin Xiao, Sidan Yao and Fiona Nuesch
Raise the roof: towards generating LoD2 models without aerial surveys using machine
learning
Filip Biljecki and Youness Dehbi

Active sampling and model based prediction for fast and robust detection and
reconstruction of complex roofs in 3D point clouds
Youness Dehbi, André Henn, Gerhard Gröger, Viktor Stroh and Lutz Plümer
Applicability of neural networks for image classification on object detection in mobile
mapping 3D point clouds
Johannes Wolf, Rico Richter, Sören Discher and Juergen Döllner

Generating 3D city models based on the semantic segmentation of LiDAR data using
convolutional neural networks
Amgad Agoub, Valentina Schmidt and Martin Kada
An improved automatic pointwise semantic segmentation of a 3D urban scene from
mobile terrestrial and airborne LiDAR point clouds: a machine learning approach
Xufeng Xing, Mir-Abolfazl Mostafavi, Geoffery Edwards and Nouri Sabo

Session: Urban Analysis
Friday, 27 September 2019 – 14:00 to 15:30

Voxel-based visibility analysis for safety assessment of urban environments
Mitko Aleksandrov, Sisi Zlatanova, Laurence Kimmel, Jack Barton and Ben Gorte
An interactive design tool for urban planning using the size of the living space as unit
of measurement
Francisco Gabriel Garcia Gonzalez, Giorgio Agugiaro and Roberto Cavallo

Towards wind-simulation of virtual 3D city models in a collaborative environment
Raul Piepereit, Angelika Beuster, Maximilan von der Gruen, Ursula Voß, Margitta Pries and
Ute Wagner
Requirement analysis of 3D road space models for automated driving
Benedikt Schwab and Thomas H. Kolbe

A survey on the adoption of GIS data and standards in urban application domains
Kavisha Kumar, Anna Labetski, Giorgio Agugiaro and Jantien Stoter

Testing of v3.sun module prototype for solar radiation modelling on 3D objects with
complex geometric structure
Ján Kanuk, Stanislav Zubal, Jozef Šupinský, Ján Šašak, Marek Bombara, Vladimír Sedlák,
Michal Gallay, Jaroslav Hofierka and Katarína Onacillová
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