All one needs to know about metaverse: A complete survey on technological singularity, virtual ecosystem, and research agenda

LH Lee, T Braud, PY Zhou, L Wang… - … and trends® in …, 2024 - nowpublishers.com
Since the popularisation of the Internet in the 1990s, the cyberspace has kept evolving. We
have created various computer-mediated virtual environments, including social networks …

Survey on synthetic data generation, evaluation methods and GANs

A Figueira, B Vaz - Mathematics, 2022 - mdpi.com
Synthetic data consists of artificially generated data. When data are scarce, or of poor
quality, synthetic data can be used, for example, to improve the performance of machine …

Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art

T Chakraborty, UR KS, SM Naik, M Panja… - Machine Learning …, 2024 - iopscience.iop.org
Generative adversarial networks (GANs) have rapidly emerged as powerful tools for
generating realistic and diverse data across various domains, including computer vision and …

Automatic responsive-generation of 3D urban morphology coupled with local climate zones using generative adversarial network

S Zhou, Y Wang, W Jia, M Wang, Y Wu, R Qiao… - Building and …, 2023 - Elsevier
Decoupling the intricate relationship between three-dimensional (3D) urban morphology
and local climate is paramount importance in the realm of adaptive urban planning …

Leveraging generative AI for urban digital twins: a sco** review on the autonomous generation of urban data, scenarios, designs, and 3D city models for smart city …

H Xu, F Omitaomu, S Sabri, S Zlatanova, X Li, Y Song - Urban Informatics, 2024 - Springer
The digital transformation of modern cities by integrating advanced information,
communication, and computing technologies has marked the epoch of data-driven smart city …

AI illustrator: Translating raw descriptions into images by prompt-based cross-modal generation

Y Ma, H Yang, B Liu, J Fu, J Liu - Proceedings of the 30th ACM …, 2022 - dl.acm.org
AI illustrator aims to automatically design visually appealing images for books to provoke
rich thoughts and emotions. To achieve this goal, we propose a framework for translating …

Prediction of transportation index for urban patterns in small and medium-sized Indian cities using hybrid RidgeGAN model

R Thottolil, U Kumar, T Chakraborty - Scientific Reports, 2023 - nature.com
The rapid urbanization trend in most develo** countries including India is creating a
plethora of civic concerns such as loss of green space, degradation of environmental health …

TTSR: A transformer-based topography neural network for digital elevation model super-resolution

Y Wang, S **, Z Yang, H Guan, Y Ren… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Digital elevation models (DEMs) are crucial geographical data sources, whereas the
resolution of commonly used DEM products is low and cannot meet the requirement of …

Assessing Regional Development Balance Based on Zipf's Law: The Case of Chinese Urban Agglomerations

L Kong, Q Wu, J Deng, L Bai, Z Chen, Z Du… - … International Journal of …, 2023 - mdpi.com
With the deepening of urbanization in China, the coordinated development of cities in
different regions is an important part of the sustainable development of the country, and the …

Deep Learning Enhanced Multisensor Data Fusion for Building Assessment Using Multispectral Voxels and Self-Organizing Maps

J Raimundo, SLC Medina, JA Mata… - Heritage, 2024 - mdpi.com
Efforts in the domain of building studies involve the use of a diverse array of geomatic
sensors, some providing invaluable information in the form of three-dimensional point …