scholarly journals Research on the Generation and Design Method of Residential Community Scheme Based on Improving Design

2021 ◽  
Vol 2021 ◽  
pp. 1-9
Author(s):  
Chunyu Li ◽  
Lei Wang
Keyword(s):  
Public Space ◽  
Design Method ◽  
Living Environment ◽  
Image Generation ◽  
Current Frame ◽  
Adversarial Network ◽  
Planning And Design ◽  
Residential Communities ◽  
Spatial Environment ◽  
Generation Network

Along with the urban renewal and development, the urban living environment has given rise to various problems that need to be solved. With an eye on the future development model of residential communities, an experimental preliminary design for the construction of architectural space, public space, and landscape space based on people’s actual needs is carried out in an attempt to alleviate the more urgent symbiotic relationship between people and urban environment. To this end, this paper proposes a planning and design generation framework for the constructed external spatial environment of building groups based on a recursive double-adversarial network model. Firstly, we extract the features of the constructed external spatial environment of the building group in depth and generate the expression feature map, which is used as a supervisory signal to generate an expression seed image of the constructed external spatial environment of the building group; then we use the generated seed image together with the constructed external spatial environment of the original target building group as the input to generate a feature-holding image as the output of the current frame, and the feature-holding image is also used as the input for the next. Finally, the seed image generation network and the feature-holding image generation network are recursively used to generate the next frame, and the video sequence of the expressions of the constructed external spatial environment of the building group with the same feature-holding expressions as the original input is recursively obtained several times. The experimental results on the building group database show that the proposed method can generate clear and natural video frames of the constructed external spatial environment of the building group, which can be gradually derived from the design of building units to the construction of the building group and penetrate into the planning and design of the external spatial environment in order to comprehensively improve the living environment of urban population and provide a design method and theoretical support for the design of future urban residential communities.

Study on Urban Fringe Area Planning and Design under the Background of New Rural Construction

2012 ◽  
Vol 598 ◽  
pp. 229-232 ◽  
Author(s):  
Ying Jin
Keyword(s):  
Public Space ◽  
Urban Areas ◽  
Living Environment ◽  
Urban Fringe ◽  
Rural And Urban Areas ◽  
Planning And Design ◽  
Fringe Area ◽  
Area Planning ◽  
Rural Construction ◽  
New Rural Construction

Since long-term, there is a large gap in the residential environment construction between the rural and urban areas. Based on China is to speed up the socialist new rural construction and improve the living environment of village history background, we analysis urban fringe area planning design under the background of the new rural construction, especially road planning, public space, greening, courtyard planning design in this paper. And we study the urban fringe area of the planning and design of the new rural construction, which combined with the new rural construction practice of ChenJiaDian Village in NongAn Town, Jilin province.

scholarly journals An Input-Perceptual Reconstruction Adversarial Network for Paired Image-to-Image Conversion

Sensors ◽  
2020 ◽  
Vol 20 (15) ◽  
pp. 4161
Author(s):  
Aamir Khan ◽  
Weidong Jin ◽  
Muqeet Ahmad ◽  
Rizwan Ali Naqvi ◽  
Desheng Wang
Keyword(s):  
Computer Vision ◽  
Deep Learning ◽  
State Of The Art ◽  
Basic Structure ◽  
Image Generation ◽  
Adversarial Network ◽  
Current State ◽  
Image Conversion ◽  
Learning Techniques ◽  
Generation Network

Image-to-image conversion based on deep learning techniques is a topic of interest in the fields of robotics and computer vision. A series of typical tasks, such as applying semantic labels to building photos, edges to photos, and raining to de-raining, can be seen as paired image-to-image conversion problems. In such problems, the image generation network learns from the information in the form of input images. The input images and the corresponding targeted images must share the same basic structure to perfectly generate target-oriented output images. However, the shared basic structure between paired images is not as ideal as assumed, which can significantly affect the output of the generating model. Therefore, we propose a novel Input-Perceptual and Reconstruction Adversarial Network (IP-RAN) as an all-purpose framework for imperfect paired image-to-image conversion problems. We demonstrate, through the experimental results, that our IP-RAN method significantly outperforms the current state-of-the-art techniques.

scholarly journals Elderly-oriented Reconstruction Plans of Outer Public Space in Small Town Communities

2019 ◽  
Vol 136 ◽  
pp. 04079
Author(s):  
Yutong Zhao ◽  
Wanxu Zeng ◽  
Yuhong Zhou ◽  
Rongyongzhong Luo ◽  
Zhihong Xu ◽  
...  
Keyword(s):  
Public Space ◽  
Small Town ◽  
Outer Space ◽  
Field Research ◽  
Living Environment ◽  
Space Environment ◽  
Security Model ◽  
Environment Quality ◽  
Residential Communities

Along with accelerated “elderly-oriented” process, solving all kinds of social problems brought by elderly-oriented population has become our nation’s urgent task. At present, home-based care plays a significant role in old-age security model in China. Besides, the key step to promote harmonious development of society is to build a living environment suitable for the elders. In recent decades, we have built large numbers of residential communities. Environment quality of outer public space of some buildings is not suitable for elders to live. This thesis adopted some research methods such as document analysis, field research and questionnaire survey. The objects of thesis are residential communities built during 1910s to 1920s in Dujiangyan City. This thesis analysed the satisfaction and demands of elders for the communities’ outer space environment and communities’ public space environment. After considering elders’ characteristics and demands, this thesis put forward plans for elderly-oriented reconstruction of outer public space in small town communities from five aspects: community entrance and exit space, activity space, road system, lighting and marking system and public green, effectively optimized and improved the environment quality of outer public space of the communities.

DEVELOPING HYBRID MEDIA INSTALLATION GAME IN TAMAN GAJAH TUNGGAL

2020 ◽  
Vol 13 (1) ◽  
pp. 16-23
Author(s):  
Agatha Maisie Tjandra ◽  
Lalitya Talitha Pinasthika ◽  
Rangga Winantyo
Keyword(s):  
Public Space ◽  
Social Marketing ◽  
Future Development ◽  
Design Method ◽  
Public Spaces ◽  
Digital Game ◽  
Interactive Installation ◽  
City Parks ◽  
The City ◽  
Media Installation

In the recent five years, City parks have been developing rapidly in urban cities in Indonesia. Built in 2007, Taman Gajah Tunggal is one of the city parks located in Tangerang. This park is situated at The Center of Tangerang City on the edge of Cisadane River. Like many public spaces in Indonesia, this park has littering issues by visitors’ lack of care. This re- search is offered to develop social marketing by using a digital game for gaining awareness of Taman Gajah Tunggal’s visitors age 17-30 years old about littering issues. This paper focused on developing the prototyping process in iteration design method by using a digital game to suggest possibilities design for future development interactive installation design in public space which can bring a new experience.

Group Communication in City Planning Decisions (on the example urban projects of Moscow region)

Communicology ◽  
2020 ◽  
Vol 8 (2) ◽  
pp. 53-79 ◽  
Author(s):  
N.A. Samoylova ◽  
O.A. Zhirkov ◽  
S.V. Belkin
Keyword(s):  
Urban Planning ◽  
City Planning ◽  
Living Environment ◽  
Communicative Interaction ◽  
Public Authorities ◽  
Planning Decisions ◽  
Spatial Environment ◽  
Information And Communication ◽  
Planning Development ◽  
Political Economic

The authors set out the basics of urban planning policy and represent the capabilities of modern information and communication tools for an integrated way of fixing the material and intangible world for urban planning purposes in the living environment (material and spatial environment). Namely, the possibilities of communication in the field of urban planning development carried out in the context of many circumstances cover federal, regional, municipal and corporate levels of management, while taking into account political, economic, social and technological relevant factors, as well as historical and national special aspects and urban planning typology of territories. The authors describe the operation of the developed computer program Decision Support Solutions (DSS) for evaluating decision options by interested participants in urban planning activities for various urban planning types of territories. The relevance of the article is driven by the need for practical use and legalization of the presented communicative interaction. This will facilitate the identification and solution of conflicts at the pre-project stage of urban planning, as should help to consider the requirements of consumers and their support for ongoing decisions and actions of public authorities at all levels.

Research and application of new media urban landscape design method based on 5G virtual reality

2021 ◽  
pp. 1-9
Author(s):  
Guangchao Zhang ◽  
Xinyue Kou
Keyword(s):  
Virtual Reality ◽  
New Media ◽  
Urban Landscape ◽  
Design Method ◽  
Smart Cities ◽  
Rapid Development ◽  
Environmental Design ◽  
Landscape Design ◽  
Living Environment ◽  
The City

In recent years, with the rapid development of VR technology, its application range gradually involves the field of urban landscape design. VR technology can simulate complex environments, breaking through the limitations of traditional environmental design on large amounts of information processing and rendering of renderings. It can display complex and abstract urban environmental design through visualization. With the support of high-speed information transmission in the 5G era, VR technology can simulate the overall urban landscape design by generating VR panoramas, and it can also bring the experiencer into an immersive and interactive virtual reality world through VR video Experience. Based on this, this article uses the 5G virtual reality method in the new media urban landscape design to conduct research, aiming to provide an urban landscape design method with strong authenticity, good user experience and vividness. This paper studies the urban landscape design method in the new media environment; in addition, how to realize the VR panorama in the 5G environment, and also explores the image design of each node in the city in detail; and uses the park design in the city As an example, the realization process of the entire virtual reality is described in detail. The research in this article shows that the new media urban landscape design method based on 5G virtual reality, specifically to the design of urban roads, water divisions, street landscapes, and people’s living environment, makes the realization of smart cities possible.

scholarly journals CDL-GAN: Contrastive Distance Learning Generative Adversarial Network for Image Generation

2021 ◽  
Vol 11 (4) ◽  
pp. 1380
Author(s):  
Yingbo Zhou ◽  
Pengcheng Zhao ◽  
Weiqin Tong ◽  
Yongxin Zhu
Keyword(s):  
Distance Learning ◽  
Feature Learning ◽  
Image Synthesis ◽  
Image Feature ◽  
Generative Adversarial Networks ◽  
Image Generation ◽  
Generative Adversarial Network ◽  
Feature Representations ◽  
Adversarial Network ◽  
Public Datasets

While Generative Adversarial Networks (GANs) have shown promising performance in image generation, they suffer from numerous issues such as mode collapse and training instability. To stabilize GAN training and improve image synthesis quality with diversity, we propose a simple yet effective approach as Contrastive Distance Learning GAN (CDL-GAN) in this paper. Specifically, we add Consistent Contrastive Distance (CoCD) and Characteristic Contrastive Distance (ChCD) into a principled framework to improve GAN performance. The CoCD explicitly maximizes the ratio of the distance between generated images and the increment between noise vectors to strengthen image feature learning for the generator. The ChCD measures the sampling distance of the encoded images in Euler space to boost feature representations for the discriminator. We model the framework by employing Siamese Network as a module into GANs without any modification on the backbone. Both qualitative and quantitative experiments conducted on three public datasets demonstrate the effectiveness of our method.

Research on the Design of Community Landscape Planning under Eco-House Perspective

2014 ◽  
Vol 716-717 ◽  
pp. 541-544
Author(s):  
Xu Dan Zhou ◽  
Chun Li Zhao ◽  
Yue Qi ◽  
Hao Qi ◽  
Da Wei Jiang
Keyword(s):  
Real Estate ◽  
Landscape Planning ◽  
Rapid Development ◽  
Landscape Design ◽  
Living Environment ◽  
Success Factor ◽  
The Real Estate ◽  
Planning And Design ◽  
Residential Quarter ◽  
Real Estate Developers

With the advent of the knowledge economy and the rapid development of information technology era, people's demand for the living environment has been far more than mere material comfort. In this paper, good landscape design for residential quarter not only provides appropriate living conditions for dweller, satisfies people's yearning for home, improves the quality of urban environment, but also is the main prerequisites which measure the green quality and management of the community. Landscape planning and design of residential environment exists failed plant landscape design, weak user-friendly design, ignoring landscape such as issues. We have identified the principles of landscape planning and design community, and allocation of green plants. It is the important weights that real estate developers sell their items, which is an important success factor that the real estate developers operate company, and people will pay more and more attention to the landscape design.

Does Generative Adversarial Network (GAN) help in SRAF image generation?

2021 ◽  
Author(s):  
Jialu Huang ◽  
Ying Huang ◽  
Yan-ting Lin ◽  
Zi-yang Liu ◽  
Yang Lin ◽  
...  
Keyword(s):  
Image Generation ◽  
Generative Adversarial Network ◽  
Adversarial Network
Sign in / Sign up

Export Citation Format

Share Document