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Knowledge distillation of multi-scale dense prediction transformer for self-supervised depth estimation

Depth estimation is an inverse projection problem that estimates pixel-level distances from a single image. Although, supervised methods have shown promising results, it has intrinsic limitations in requiring ground truth depth from an external sensor. On the other hand, self-supervised depth estima...

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Detalles Bibliográficos
Autores principales: Song, Jimin, Lee, Sang Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10622578/
https://www.ncbi.nlm.nih.gov/pubmed/37919392
http://dx.doi.org/10.1038/s41598-023-46178-w