论文标题
具有实时光测量和人类感知的集成照明管理系统
An integrated light management system with real-time light measurement and human perception
论文作者
论文摘要
照明对于多种环境（包括办公室，零售商店和工业仓库）的福祉，生产力和安全至关重要。当前设置照明的技术需要广泛的专家支持，如果场景更改，则需要重复。在这里，我们提出了第一个完全自动化的光管理系统（LMS），该系统可实时测量照明，利用RGBD传感器和基于放射线的光传播模型。由于将光分布和感知曲线集成到了放射线中，因此我们在新引入的数据集上胜过商业软件（Relux）。此外，我们提出的LMS是第一个估计人们在环境中的存在和注意力以及他们的光明感知的人。因此，我们的新LMS适应了现场和人类活动的照明，并且在实验量化的情况下，它可以节省多达66％的速度，而不会损害照明质量。
Illumination is important for well-being, productivity and safety across several environments, including offices, retail shops and industrial warehouses. Current techniques for setting up lighting require extensive and expert support and need to be repeated if the scene changes. Here we propose the first fully-automated light management system (LMS) which measures lighting in real-time, leveraging an RGBD sensor and a radiosity-based light propagation model. Thanks to the integration of light distribution and perception curves into the radiosity, we outperform a commercial software (Relux) on a newly introduced dataset. Furthermore, our proposed LMS is the first to estimate both the presence and the attention of the people in the environment, as well as their light perception. Our new LMS adapts therefore lighting to the scene and human activity and it is capable of saving up to 66%, as we experimentally quantify,without compromising the lighting quality.
