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Video Quality Assessment and Coding Complexity of the Versatile Video Coding Standard
The results consistently demonstrate that VVC outperforms HEVC, achieving bit-rate savings of up to 40% on the subjective quality scale, particularly at realistic bit-rates and quality levels.
CAESR: Conditional Autoencoder and Super-Resolution for Learned Spatial Scalability
Our framework considers a low-resolution signal encoded with VVC intra-mode as a base-layer (BL), and a deep conditional autoencoder with hyperprior (AE-HP) as an enhancement-layer (EL) model.
Multitask Learning for VVC Quality Enhancement and Super-Resolution
The proposed solution enables a good performance in both mitigating coding artifacts and super-resolution with fewer network parameters compared to traditional specialized architectures.
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