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Technical Overview of Recent AI/DL Model Trends for Super-Resolution Video Enhancement

Tech Papers 2023: This paper provides a technical overview of state-of-the-art deep learning models for video super-resolution (SR) enhancement, such as PSNR-oriented methods, Generative Adversarial Networks (GANs), Transformer Models, Flow Models, and Diffusion Models, and compares their performance and computational complexity for use in cloud-based UHD broadcast up-conversion.

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