CGAN-Assisted Renovation of the Styles and Features of Street Facades—A Case Study of the Wuyi Area in Fujian, China

Sustainability, Год журнала: 2022, Номер 14(24), С. 16575 - 16575

Опубликована: Дек. 10, 2022

With the development of society and economy, unified planning architectural styles has become a significant problem in balance between urban expansion protection traditional buildings villages towns. This also allows people to re-examine appearance quality life, experienced by those village buildings. research employs conditional generative adversarial network (CGAN) develop technique for designing building facades cities. The provided results can be used schemes as design references facade design, enhancing efficiency facades. Simultaneously, we utilized this model rehabilitation towns, well visual rural tourism products, demonstrating its practical usefulness design-related potential. We took towns Wuyishan area China an example carried out training, image generation, comparison derivation different assumed product contours. shows that: (1) CGAN produce supply reference conventional civil construction areas. (2) In terms adaptability, may with value hypothetical experimental facades, it play role other domains, well. (3) method is not only applicable World Heritage es Cities Programme, but further promoted future cities that have demand style consistency.

Язык: Английский

CGAN Assists the Styles & Features Renovation of Street Facade —A Case Study of Wuyi Area in Fujian, China

Опубликована: Ноя. 16, 2022

With the development of society and economy, unified planning architectural style has become a difficult problem in competition between urban expansion protection tra-ditional buildings villages towns. At same time, it also allows people to re-examine appearance quality life traditional village buildings. In this paper, Conditional Gen-erative Adversarial Network (CGAN) is used construct method building facade generation towns, so as gradually realize governance reduced restoration facades towns graphic design rural tourism products, showing its application value potential field design. research, taking Wuyishan area China an example, carry out model training, image generation, comparison derivation results different assumed contours product contours. The research shows that: (1) CGAN can be derive conventional civil (2) terms design, especially common tourist cultural products fans water cups, show significant potential. (3) construction not only applicable under World Heritage City, but further promoted future for cities that have demand consistency.

Язык: Английский

From walking to staying: The impact of spatial qualities on socio-spatial segregation in innovation districts

Sustainable Cities and Society, Год журнала: 2024, Номер 113, С. 105688 - 105688

Опубликована: Июль 24, 2024

Язык: Английский