论文标题
AQPDBJUT数据集：Bjut校园中的基于图片的PM监视
AQPDBJUT Dataset: Picture-Based PM Monitoring in the Campus of BJUT
论文作者
论文摘要
确保身体良好的学生对未来的健康至关重要。近年来，颗粒物（PM）不断增长的浓度对学生健康造成了越来越严重的伤害。因此，高度需要预防和控制校园中的PM浓度。作为PM预防和控制的来源，为PM监测开发一个良好的模型非常紧迫，并且提出了巨大的挑战。已经在先前的工作中发现了可以用于PM监测的光载方法。为了验证校园中现有PM监测方法的有效性，我们建立了一个新数据集，其中包括北京技术大学收集的1,500张照片。实验表明，陈述的方法远非校园中PM监测的理想选择。
Ensuring the students in good physical levels is imperative for their future health. In recent years, the continually growing concentration of Particulate Matter (PM) has done increasingly serious harm to student health. Hence, it is highly required to prevent and control PM concentrations in the campus. As the source of PM prevention and control, developing a good model for PM monitoring is extremely urgent and has posed a big challenge. It has been found in prior works that photobased methods are available for PM monitoring. To verify the effectiveness of existing PM monitoring methods in the campus, we establish a new dataset which includes 1,500 photos collected in the Beijing University of Technology. Experiments show that stated-of-the-art methods are far from ideal for PM monitoring in the campus.
