Spatio‐temporal signal recovery under diffusion‐induced smoothness and temporal correlation priors

Abstract In this work, the signal recovery problem regarding incomplete and noisy spatio‐temporal signals is studied. A spatio‐temporal signal is considered as a time‐varying graph signal and a diffusion‐induced first‐order Markov signal model is developed to incorporate both the spatial structure a...

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Bibliographic Details
Main Authors: Shiyu Zhai, Guobing Li, Guomei Zhang, Zefeng Qi
Format: Article
Language:English
Published: Hindawi-IET 2022-04-01
Series:IET Signal Processing
Subjects:
Online Access:https://doi.org/10.1049/sil2.12082