MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes

C Van Engelenburg, F Mostafavi, E Kuhn… - … on Computer Vision, 2025 - Springer
Diverse and realistic floor plan data are essential for the development of useful computer-
aided methods in architectural design. Today's large-scale floor plan datasets predominantly …

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 …

[PDF][PDF] Artificial Intelligence for Predicting Reuse Patterns

I Armeni, D Raghu, C De Wolf - A Circular Built Environment in the …, 2024 - library.oapen.org
Artificial intelligence, and specifically the subfields of computer vision and machine learning,
has become a topic with great potential for predicting reuse patterns in the built environment …

Unveiling the Power of Transfer Learning Towards Efficient Artificial Intelligence

C Qin - 2023 - search.proquest.com
Large-scale models, abundant data, and dense computation are the pivotal pillars of deep
neural networks. The present-day deep learning models have made significant strides in …

Hierarchical Bottom-Up Procedural Modeling for Completion of Partial Virtual Scenes

E Cogo, E Cogo… - … on Innovative and …, 2024 - Springer
Urban planning often requires the visualization of city layouts based on different use cases.
Each use case can be visualized by using the automatic generation of virtual space layouts …

Synthetic Data Generator: Understanding Human Face & Body via Image Synthesis

Y Yin - 2023 - search.proquest.com
The synthesis of data has long been a valuable resource for training machine learning
models, offering reliability and control while reducing the reliance on real-world data …