(WFRF:(Johnander Joakim))
Search: (WFRF:(Johnander Joakim)) > DCCO :
- 8 of 15
- Previous record
- Next record
- To hitlist
DCCO : Towards Deformable Continuous Convolution Operators for Visual Tracking
-
- Johnander, Joakim (author)
- Linköpings universitet,Datorseende,Tekniska fakulteten
-
- Danelljan, Martin, 1989- (author)
- Linköpings universitet,Datorseende,Tekniska fakulteten
-
- Khan, Fahad Shahbaz, 1983- (author)
- Linköpings universitet,Datorseende,Tekniska fakulteten
- show more...
- show less...
- (creator_code:org_t)
- 2017-07-28
- 2017
- English.
- In: Computer Analysis of Images and Patterns. - Cham : Springer. - 9783319646886 - 9783319646893 ; , s. 55-67
- Conference paper (peer-reviewed)
Abstract
Subject headings
Close
- Discriminative Correlation Filter (DCF) based methods have shown competitive performance on tracking benchmarks in recent years. Generally, DCF based trackers learn a rigid appearance model of the target. However, this reliance on a single rigid appearance model is insufficient in situations where the target undergoes non-rigid transformations. In this paper, we propose a unified formulation for learning a deformable convolution filter. In our framework, the deformable filter is represented as a linear combination of sub-filters. Both the sub-filter coefficients and their relative locations are inferred jointly in our formulation. Experiments are performed on three challenging tracking benchmarks: OTB-2015, TempleColor and VOT2016. Our approach improves the baseline method, leading to performance comparable to state-of-the-art.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorseende och robotik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Vision and Robotics (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorteknik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Engineering (hsv//eng)
Publication and Content Type
- ref (subject category)
- kon (subject category)
Find in a library
- Computer Analysis of Images and Patterns (Search for host publication in LIBRIS)
To the university's database
- 8 of 15
- Previous record
- Next record
- To hitlist
Find more in SwePub
- By the author/editor
- Johnander, Joaki ...
- Danelljan, Marti ...
- Khan, Fahad Shah ...
- Felsberg, Michae ...
- About the subject
-
- NATURAL SCIENCES
- NATURAL SCIENCES
- and Computer and Inf ...
- and Computer Vision ...
-
- NATURAL SCIENCES
- NATURAL SCIENCES
- and Computer and Inf ...
- and Computer Enginee ...
- Articles in the publication
- Computer Analysi ...
- By the university
- Linköping University
Search outside SwePub
- Extend your search to:
- Google Book Search
- Google Scholar
Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.
- Copyright © LIBRIS - National Library Systems
- LIBRIS.kb.se
