Capturing the Geometry of Object Categories from Video Supervision

We propose an unsupervised method to learn the 3D geometry of object categories by looking around them. Differently from traditional approaches, this method does not require CAD models or manual supervision. Instead, using only video sequences showing object instances from a moving viewpoint, the me...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 2 vom: 20. Feb., Seite 261-275
Auteur principal: Novotny, David (Auteur)
Autres auteurs: Larlus, Diane, Vedaldi, Andrea
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article