Location-based social network data generation based on patterns of life

JS Kim, H **, H Kavak, OC Rouly… - 2020 21st IEEE …, 2020 - ieeexplore.ieee.org
Location-based social networks (LBSNs) have been studied extensively in recent years.
However, utilizing real-world LBSN data sets yields several weaknesses: sparse and small …

InstantCITY: Synthesising morphologically accurate geospatial data for urban form analysis, transfer, and quality control

AN Wu, F Biljecki - ISPRS Journal of Photogrammetry and Remote …, 2023 - Elsevier
Abstract Generative Adversarial Network (GAN) is widely used in many generative
problems, including in spatial information sciences and urban systems. The data generated …

Syntheworld: A large-scale synthetic dataset for land cover map** and building change detection

J Song, H Chen, N Yokoya - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Synthetic datasets, recognized for their cost effectiveness, play a pivotal role in advancing
computer vision tasks and techniques. However, when it comes to remote sensing image …

Recent advances in procedural generation of buildings: From diversity to integration

D Kutzias, S von Mammen - IEEE Transactions on Games, 2023 - ieeexplore.ieee.org
In this article, we survey the state-of-the-art in procedural generation of buildings (PGB). We
analyzed the design choices, capabilities, and limitations of 71 PGB approaches. We …

A method to create a synthetic population with social networks for geographically-explicit agent-based models

N Jiang, AT Crooks, H Kavak, A Burger… - Computational Urban …, 2022 - Springer
Geographically-explicit simulations have become crucial in understanding cities and are
playing an important role in Urban Science. One such approach is that of agent-based …

Urban life: a model of people and places

A Züfle, C Wenk, D Pfoser, A Crooks, JS Kim… - Computational and …, 2023 - Springer
Abstract We introduce the Urban Life agent-based simulation used by the Ground Truth
program to capture the innate needs of a human-like population and explore how such …

A survey of procedural modelling methods for layout generation of virtual scenes

E Cogo, E Krupalija, I Prazina… - Computer Graphics …, 2024 - Wiley Online Library
As virtual worlds continue to rise in popularity, so do the expectations of users for the content
of virtual scenes. Virtual worlds must be large in scope and offer enough freedom of …

[HTML][HTML] Automatic 3D building model generation from airborne LiDAR data and OpenStreetMap using procedural modeling

R Župan, A Vinković, R Nikçi, B Pinjatela - Information, 2023 - mdpi.com
This research is primarily focused on utilizing available airborne LiDAR data and spatial
data from the OpenStreetMap (OSM) database to generate 3D models of buildings for a …

SynRS3D: A synthetic dataset for global 3D semantic understanding from monocular remote sensing imagery

J Song, H Chen, W Xuan, J **a, N Yokoya - arxiv preprint arxiv …, 2024 - arxiv.org
Global semantic 3D understanding from single-view high-resolution remote sensing (RS)
imagery is crucial for Earth Observation (EO). However, this task faces significant challenges …

In Silico Human Mobility Data Science: Leveraging Massive Simulated Mobility Data (Vision Paper)

A Züfle, D Pfoser, C Wenk, A Crooks, H Kavak… - ACM Transactions on …, 2024 - dl.acm.org
Human mobility data science using trajectories or check-ins of individuals has many
applications. Recently, we have seen a plethora of research efforts that tackle these …