Spherical Box-Counting: Combining 360° Panoramas with Fractal Analysis

M Kulcke, WE Lorenz - Fractal and fractional, 2023 - mdpi.com
In this paper, a new box-counting method to achieve a highly specific topological
fingerprinting of architecture in relation to the position of the observer and in the context of its …

A computational framework for aesthetic preferences in architecture using computer vision and artificial neural networks

V Sardenberg, I Guatelli… - International Journal of …, 2024 - journals.sagepub.com
This paper introduces a computational aesthetics framework utilizing computer vision (CV)
and artificial neural networks (ANN) to predict the aesthetic preferences of groups of people …

Aesthetics as a Criterion: Navigating Solution Spaces Utilizing Computer Vision, the Aesthetic Measure, and Artificial Neural Networks

V Sardenberg, M Becker - 2023 Annual Modeling and …, 2023 - ieeexplore.ieee.org
A computational framework is proposed to quantify the aesthetic experience of perceiving
architecture. This framework is used as the criterion for navigating a design solution space …

[PDF][PDF] A walk through the latent space using computational aesthetics as a compass

V Sardenberg, I Guatelli… - … : XXVII SiGraDi-Sociedad …, 2023 - victorsardenberg.com
Generative Adversarial Network (GAN) models produce a latent space where many new
images emerge. These models translate vectors from a latent space of possible designs into …

[PDF][PDF] Spherical Box-Counting: Combining 360◦ Panoramas with Fractal Analysis. Fractal Fract. 2023, 7, 327

M Kulcke, WE Lorenz - 2023 - academia.edu
In this paper, a new box-counting method to achieve a highly specific topological
fingerprinting of architecture in relation to the position of the observer and in the context of its …