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Thesis

Advancing large scale object retrieval

Abstract:

The objective of this work is object retrieval in large scale image datasets, where the object is specified by an image query and retrieval should be immediate at run time. Such a system has a wide variety of applications including object or location recognition, video search, near duplicate detection and 3D reconstruction. The task is very challenging because of large variations in the imaged object appearance due to changes in lighting conditions, scale and viewpoint, as well as partial ...

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Research group:
Visual Geometry Group
Oxford college:
Christ Church
Role:
Author

Contributors

Division:
MPLS
Department:
Engineering Science
Role:
Supervisor
Publication date:
2013
Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
Oxford University, UK
Language:
English
Keywords:
Subjects:
UUID:
uuid:619dc397-b645-494b-a014-8e9f51f6884f
Local pid:
ora:7778
Deposit date:
2014-02-03

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