Cargando…
Critical analysis on the reproducibility of visual quality assessment using deep features
Data used to train supervised machine learning models are commonly split into independent training, validation, and test sets. This paper illustrates that complex data leakage cases have occurred in the no-reference image and video quality assessment literature. Recently, papers in several journals...
| Autores principales: | , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9380959/ https://www.ncbi.nlm.nih.gov/pubmed/35972922 http://dx.doi.org/10.1371/journal.pone.0269715 |