Thesis icon

Thesis

Learning (to learn) from few examples

Alternative title:
Visual tracking and classification with limited data
Abstract:

The availability of large labelled datasets has played a crucial role in the recent success of deep neural networks. However, there are many situations in which training data is scarce. For instance, in the case of object tracking, such a limitation arises directly from the definition of the problem, which requires an estimate of the position of an object of interest in every frame of a video with the sole supervision of a bounding box in the first frame. Another scenario which can be d...

Expand abstract

Actions


Access Document


Files:

Authors


More by this author
Division:
MPLS
Department:
Engineering Science
Department:
University of Oxford
Role:
Author

Contributors

Role:
Supervisor
Apical Ltd (now part of ARM) More from this funder
Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
University of Oxford

Terms of use


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP