A review of the use of examples for automating architectural design tasks
Abstract Recent Artificial Intelligence studies have achieved substantial improvements in
practical tasks by using extensive amounts of data. We assume that a substantial part of the …
practical tasks by using extensive amounts of data. We assume that a substantial part of the …
Building façade style classification from UAV imagery using a Pareto-optimized deep learning network
The article focuses on utilizing unmanned aerial vehicles (UAV) to capture and classify
building façades of various forms of cultural sites and structures. We propose a Pareto …
building façades of various forms of cultural sites and structures. We propose a Pareto …
Neural procedural reconstruction for residential buildings
This paper proposes a novel 3D reconstruction approach, dubbed Neural Procedural
Reconstruction (NPR), which trains deep neural networks to procedurally apply shape …
Reconstruction (NPR), which trains deep neural networks to procedurally apply shape …
Learning to align semantic segmentation and 2.5 d maps for geolocalization
We present an efficient method for geolocalization in urban environments starting from a
coarse estimate of the location provided by a GPS and using a simple untextured 2.5 D …
coarse estimate of the location provided by a GPS and using a simple untextured 2.5 D …
Understanding a city from its visuals: An interdisciplinary program proposal
This study aims to provide an overview on the intersection and interaction between
architecture, urban modeling, planning fields and computer vision field. The reflection of the …
architecture, urban modeling, planning fields and computer vision field. The reflection of the …
[PDF][PDF] Building Façade Style Classification from UAV Imagery Using a Pareto-Optimized Deep Learning Network. Electronics 2022, 11, 3450
R Maskeliunas, A Katkevicius, D Plonis, T Sledevic… - 2022 - academia.edu
The article focuses on utilizing unmanned aerial vehicles (UAV) to capture and classify
building façades of various forms of cultural sites and structures. We propose a Pareto …
building façades of various forms of cultural sites and structures. We propose a Pareto …