Generative Adversarial Networks in the built environment: A comprehensive review of the application of GANs across data types and scales
Abstract Generative Adversarial Networks (GANs) are a type of deep neural network that
have achieved many state-of-the-art results for generative tasks. GANs can be useful in the …
have achieved many state-of-the-art results for generative tasks. GANs can be useful in the …
[HTML][HTML] Integration of convolutional and adversarial networks into building design: A review
Convolutional and adversarial networks are found in various fields of knowledge and
activities. One such field is building design, a multi-disciplinary and multi-task process …
activities. One such field is building design, a multi-disciplinary and multi-task process …
Graph neural networks for classification and error detection in 2D architectural detail drawings
J Ko, D Lee - Automation in Construction, 2025 - Elsevier
The assessment and classification of architectural sectional drawings is critical in the
architecture, engineering, and construction (AEC) field, where the accurate representation of …
architecture, engineering, and construction (AEC) field, where the accurate representation of …
A Systematic Literature Review of Deep Learning Approaches for Sketch-Based Image Retrieval: Datasets, Metrics, and Future Directions
Sketch-based image retrieval (SBIR) utilizes sketches to search for images containing
similar objects or scenes. Due to the proliferation of touch-screen devices, sketching has …
similar objects or scenes. Due to the proliferation of touch-screen devices, sketching has …
Roomsemble: Progressive web application for intuitive property search
A successful real estate search process involves locating a property that meets a user's
search criteria subject to an allocated budget and time constraints. Many studies have …
search criteria subject to an allocated budget and time constraints. Many studies have …
[PDF][PDF] Object Detection in Floor Plans for Automated VR Environment Generation.
T Fréville, C Hamesse, B Pairet… - VISIGRAPP (5 …, 2023 - scitepress.org
The development of visually compelling Virtual Reality (VR) environments for serious games
is a complex task. Most environments are designed using game engines such as Unity or …
is a complex task. Most environments are designed using game engines such as Unity or …
Sketch-based Image Retrieval: Effectivity Notion of Recent Approaches
N Pavithra, KYH Sharath - 2020 International Conference for …, 2020 - ieeexplore.ieee.org
Retrieving image on the basis of the using sketch as the query image is termed as Sketch
Based Image Retrieval (SBIR) which is increasing its pace of adoption motivated from nearly …
Based Image Retrieval (SBIR) which is increasing its pace of adoption motivated from nearly …