Design and Deployment of Photo2Building: A Cloud-based Procedural Modeling Tool as a Service

Design and Deployment of Photo2Building: A Cloud-based Procedural Modeling Tool as a Service
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Photo2Building 的设计和部署:基于云的程序建模工具即服务

DOI:
10.1145/3311790.3396670
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发表时间:
2020
期刊:
PEARC '20: Practice and Experience in Advanced Research Computing
影响因子:
--
通讯作者:
Aliaga, D.
Aliaga, D.
中科院分区:
--
文献类型:
--
作者:
Bhatt, M.;Kalyanam, R.;Nishida, G.;He, L.;May, C.;Niyogi, D.;Aliaga, D.

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我们提出了一个Photo2Building工具,仅从一张照片创建一个似是而非的建筑物3D模型。我们的工具基于先前的桌面版本,如本文所述,该版本被转换为客户机-服务器模型,具有作业队列、网页支持和并发使用支持。据报道,基于云的网络访问工具平均可以在40秒内重建一座建筑物,按目前的价格计算,成本仅为0.60美元。这为创建用于城市设计和规划应用的建筑模型提供了一个极具可扩展性和可能广泛的工具。随着快速城市化对天气、气候和资源可用性的影响越来越大,获得这种服务有望帮助各种各样的用户,如世界各地的城市规划者、城市气象学家,以改进城市天气预测和设计未来的气候适应性城市。
We present a Photo2Building tool to create a plausible 3D model of a building from only a single photograph. Our tool is based on a prior desktop version which, as described in this paper, is converted into a client-server model, with job queuing, web-page support, and support of concurrent usage. The reported cloud-based web-accessible tool can reconstruct a building in 40 seconds on average and costing only 0.60 USD with current pricing. This provides for an extremely scalable and possibly widespread tool for creating building models for use in urban design and planning applications. With the growing impact of rapid urbanization on weather and climate and resource availability, access to such a service is expected to help a wide variety of users such as city planners, urban meteorologists worldwide in the quest to improved prediction of urban weather and designing climate-resilient cities of the future.
DOI: 10.1016/j.uclim.2019.100459
发表时间: 2019-06-01
期刊: URBAN CLIMATE
影响因子: 6.4
作者:
Ching, Jason;Aliaga, Dan;Niyogi, Dev
通讯作者: Niyogi, Dev