Journal article icon

Journal article

Staple: Complementary learners for real-time tracking

Abstract:

Correlation Filter-based trackers have recently achieved excellent performance, showing great robustness to challenging situations exhibiting motion blur and illumination changes. However, since the model that they learn depends strongly on the spatial layout of the tracked object, they are notoriously sensitive to deformation. Models based on colour statistics have complementary traits: they cope well with variation in shape, but suffer when illumination is not consistent throughout a sequen...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

Actions


Access Document


Files:
Publisher copy:
10.1109/CVPR.2016.156

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
More by this author
Institution:
University of Oxford
Oxford college:
Wolfson College
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Apical Imaging More from this funder
Technicolor More from this funder
Engineering and Physical Sciences Research Council More from this funder
Leverhulme Trust More from this funder
More from this funder
Grant:
ERC-2012-AdG 321162- HELIOS
Publisher:
IEEE Publisher's website
Journal:
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Journal website
Pages:
1401-1409
Publication date:
2016-12-12
Acceptance date:
2016-03-11
DOI:
ISSN:
1063-6919
Source identifiers:
580191
ISBN:
9781467388528
Pubs id:
pubs:580191
UUID:
uuid:b4b1d03d-6a20-4fd4-be15-bee3788ae166
Local pid:
pubs:580191
Deposit date:
2017-04-11

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