Weakly supervised methods for learning actions and objects

Modern Computer Vision systems learn visual concepts through examples (i.e. images) which have been manually annotated by humans. While this paradigm allowed the field to tremendously progress in the last decade, it has now become one of its major bottlenecks. Teaching a new visual concept requires...

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Bibliographic Details
Main Author: Prest, Alessandro
Language:ENG
Published: 2012
Subjects:
Online Access:http://tel.archives-ouvertes.fr/tel-00758797
http://tel.archives-ouvertes.fr/docs/00/75/87/97/PDF/dissertation.pdf