A 'deep' review of video super-resolution

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Subhadra Gopalakrishnan, Anustup Choudhury

Published: 01 Jan 2024, Last Modified: 06 Nov 2025Signal Process. Image Commun. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Review of 60 neural network-based VSR techniques in addition to 8 traditional VSR techniques.•Introduction of a new taxonomy based on motion compensation and model architecture.•Benchmarking of quality metrics and inference speed on common datasets and number of model parameters.