Real-Time Video Super-Resolution with Spatio-Temporal Modeling and Redundancy-Aware Inference

Real-Time Video Super-Resolution with Spatio-Temporal Modeling and Redundancy-Aware Inference

Video super-resolution aims to generate high-resolution frames from low-resolution counterparts. It can be regarded as a specialized application of image super-resolution, serving various purposes, such as video display and surveillance. This paper proposes a novel method for real-time video super-r...

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Bibliographic Details
Main Authors: Wenhao Wang, Zhenbing Liu, Haoxiang Lu, Rushi Lan, Zhaoyuan Zhang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
video super-resolution
temporal aggregation
deformable convolution
redundancy-aware inference
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/18/7880

Internet

https://www.mdpi.com/1424-8220/23/18/7880

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