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Thesis

Pixel-level scene understanding with deep structured models

Abstract:

Although humans can effortlessly recognise a scene in its totality, it is an extremely challenging problem for computers which is why scene understanding remains one of the fundamental problems in computer vision. This thesis concentrates on pixel-level scene understanding tasks such as semantic- and instance-segmentation, which have applications in diverse fields such as autonomous vehicles, medical diagnosis and assistive technologies for the partially sighted among others.

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Division:
MPLS
Department:
Engineering Science
Role:
Author

Contributors

Role:
Supervisor
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Grant:
Funding agency for:
Arnab, A
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Grant:
Funding agency for:
Torr, P
Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
University of Oxford
UUID:
uuid:f27336d2-469a-42f2-b8c2-8ca753cf6e4b

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