Deep Learning Post-Filtering Using Multi-Head Attention and Multiresolution Feature Fusion for Image and Intra-Video Quality Enhancement

The paper proposes a novel post-filtering method based on convolutional neural networks (CNNs) for quality enhancement of RGB/grayscale images and video sequences. The lossy images are encoded using common image codecs, such as JPEG and JPEG2000. The video sequences are encoded using previous and on...

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Detalles Bibliográficos
Autores principales: Schiopu, Ionut, Munteanu, Adrian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963040/
https://www.ncbi.nlm.nih.gov/pubmed/35214252
http://dx.doi.org/10.3390/s22041353

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963040/
https://www.ncbi.nlm.nih.gov/pubmed/35214252
http://dx.doi.org/10.3390/s22041353

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