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Unsupervised blind image quality assessment via joint spatial and transform features

A novel unsupervised blind image quality assessment (BIQA) method, which requires no mean opinion scores for model training is presented in this paper. The method employs joint spatial and transform features as quality degradation metrics, specifically, phase congruency, gradient magnitude (GM), and...

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Detalles Bibliográficos
Autores principales: Yang, Chao, He, Qinglin, An, Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10322922/
https://www.ncbi.nlm.nih.gov/pubmed/37407688
http://dx.doi.org/10.1038/s41598-023-38099-5