ResNet-LSTM for Real-Time PM<sub>2.5</sub> and PM&#x2081;&#x2080; Estimation Using Sequential Smartphone Images

Attempts have been made to estimate PM<sub>2.5</sub> and PM<sub>10</sub> values from smartphone images, given that deploying highly accurate air pollution monitors throughout a city is a highly expensive undertaking. Departing from previous machine learning studies which prim...

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Bibliographic Details
Main Authors: Shiguang Song, Jacqueline C. K. Lam, Yang Han, Victor O. K. Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9279204/