[HTML][HTML] Unsupervised machine learning in urban studies: A systematic review of applications

J Wang, F Biljecki - Cities, 2022 - Elsevier
Unsupervised learning (UL) has a long and successful history in untangling the complexity
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …

Visual aesthetic quality assessment of the streetscape from the perspective of landscape-perception coupling

YN Fang, J Tian, A Namaiti, S Zhang, J Zeng… - Environmental Impact …, 2024 - Elsevier
Although significant progress has been made in both the description of landscape
biophysical characteristics (LBC) and the assessment of public aesthetic perceptions (PAP) …

City-scale map** of urban façade color using street-view imagery

T Zhong, C Ye, Z Wang, G Tang, W Zhang, Y Ye - Remote Sensing, 2021 - mdpi.com
Precise urban façade color is the foundation of urban color planning. Nevertheless, existing
research on urban colors usually relies on manual sampling due to technical limitations …

Evaluating building color harmoniousness in a historic district intelligently: An algorithm-driven approach using street-view images

Z Zhou, T Zhong, M Liu, Y Ye - Environment and Planning B …, 2023 - journals.sagepub.com
Building color and harmoniousness have been regarded as critical issues in planning
historic districts. Harmoniousness of building façade colors (HBFC) is an indicator to …

Analysis of facade solutions as an alternative to demolition for architectures with visual impact in historical urban scenes

J Serra, S Iñarra, A Torres, J Llopis - Journal of Cultural Heritage, 2021 - Elsevier
Some urban regulations oblige to replace buildings with visual impact in the surroundings of
a historical monument, what implies undesired sustainable and social consequences. We …

Architectural colour planning strategy and planning implementation evaluation of historical and cultural cities based on different urban zones in Xuzhou (China)

X Hong, X Ji, Z Wu - Color Research & Application, 2022 - Wiley Online Library
This research examined the colour planning of the city of Xuzhou in Jiangsu Province, China
to empirically study the colour planning of historical and cultural cities. Based on …

A Study on the Visual Comfort of Urban Building Colors under Overcast and Rainy Weather

Y Li, B Xu, Y Liu - Buildings, 2024 - mdpi.com
The color of urban architecture plays a crucial role in influencing the visual comfort of city
inhabitants. During overcast and rainy conditions, there is a noticeable shift in how people …

[HTML][HTML] Evaluating the Impact of Elementary School Urban Neighborhood Color on Children's Mentalization of Emotions through Multi-Source Data

R Zhang, Q Huang, Z Peng, X Zhang, L Shang, C Yang - Buildings, 2024 - mdpi.com
To address the challenge of quantitatively assessing the mentalization of emotions in color
design schemes, this study uses Baidu Street View images and deep learning, integrates …

Unveiling the mechanism of diachronic changes and regional characteristics differences in the built environment of traditional villages from the perspective of color …

G Tan, Z Chen, M Xue, Y Jia - Heritage Science, 2024 - Springer
Traditional villages hold a vital place in Chinese vernacular built heritage continuation with
their colors being a significant constituent of the built environment. While digital technology …

A Method for Measuring the Visual Coherence of Buildings in Residential Historic Areas: A Case Study of the **aoxihu Historic Area in Nan**g, China

Y Xu, Z Pan - Buildings, 2024 - search.proquest.com
Residential historic areas are currently the main focus of urban renewal efforts in China,
primarily consisting of traditional residential buildings with similar characteristics. Hence, the …