Effects of air pollution in Spatio-temporal modeling of asthma-prone areas using a machine learning model.
Sign Up to like & getrecommendations! Published in 2021 at "Environmental research"
DOI: 10.1016/j.envres.2021.111344
Abstract: Industrialization and increasing urbanization have led to increased air pollution, which has a devastating effect on public health and asthma. This study aimed to model the spatial-temporal of asthma in Tehran, Iran using a machine… read more here.
Keywords: spatio temporal; temporal modeling; model; air pollution ... See more keywords
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3132916
Abstract: Video classification researches that have recently attracted attention are the fields of temporal modeling and 3D efficient architecture. However, the temporal modeling methods are not efficient or the 3D efficient architecture is less interested in… read more here.
Keywords: factorization; temporal modeling; video classification; depthwise ... See more keywords
VDTR: Video Deblurring With Transformer
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3201045
Abstract: Video deblurring is still an unsolved problem due to the challenging spatio-temporal modeling process. While existing convolutional neural network (CNN)-based methods show a limited capacity of effective spatial and temporal modeling for video deblurring. This… read more here.
Keywords: vdtr; temporal modeling; transformer based; video ... See more keywords
Study of Spatio-Temporal Modeling in Video Quality Assessment
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3272480
Abstract: Video quality assessment (VQA) has received remarkable attention recently. Most of the popular VQA models employ recurrent neural networks (RNNs) to capture the temporal quality variation of videos. However, each long-term video sequence is commonly… read more here.
Keywords: quality; video quality; temporal modeling; quality assessment ... See more keywords
Spatio-Temporal Modeling of Immune Response to SARS-CoV-2 Infection
Sign Up to like & getrecommendations! Published in 2021 at "Mathematics"
DOI: 10.3390/math9243274
Abstract: COVID-19 is a disease occurring as a result of infection by a novel coronavirus called SARS-CoV-2. Since the WHO announced COVID-19 as a global pandemic, mathematical works have taken place to simulate infection scenarios at… read more here.
Keywords: spatio temporal; sars cov; infection; modeling immune ... See more keywords