Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/77210
Citations | ||
Scopus | Web of Science® | Altmetric |
---|---|---|
?
|
?
|
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Zhou, X. | - |
dc.contributor.author | Li, X. | - |
dc.contributor.author | Chin, T. | - |
dc.contributor.author | Suter, D. | - |
dc.date.issued | 2012 | - |
dc.identifier.citation | Proceedings of the 19th IEEE International Conference on Image Processing, held in Orlando, Florida, 30 September-3 October, 2012: pp.409-412 | - |
dc.identifier.isbn | 9781467325325 | - |
dc.identifier.issn | 1522-4880 | - |
dc.identifier.uri | http://hdl.handle.net/2440/77210 | - |
dc.description.abstract | In this paper, we propose a superpixel-driven method for level set tracking. In particular, by taking a superpixel-based speed function, the level set evolution is accelerated greatly. We define a mutual information based speed function using a superpixel-unit as the underlying representation, which captures the correlation of a superpixel with object/background. In order to enhance the robustness of our method, a shape prior is incorporated to constrain the contour evolution. Experimental results on a number of challenging sequences demonstrate the effectiveness and robustness of our method. | - |
dc.description.statementofresponsibility | Xue Zhou, Xi Li, Tat-Jun Chin and D. Suter | - |
dc.language.iso | en | - |
dc.publisher | IEEE | - |
dc.relation.ispartofseries | IEEE International Conference on Image Processing ICIP | - |
dc.rights | © Copyright 2012 IEEE - All rights reserved. | - |
dc.source.uri | http://dx.doi.org/10.1109/icip.2012.6466882 | - |
dc.subject | Tracking | - |
dc.subject | level set | - |
dc.subject | mutual information | - |
dc.subject | superpixel | - |
dc.title | Superpixel-driven level set tracking | - |
dc.type | Conference paper | - |
dc.contributor.conference | IEEE International Conference on Image Processing (19th : 2012 : Orlando, Florida) | - |
dc.identifier.doi | 10.1109/ICIP.2012.6466882 | - |
dc.publisher.place | USA | - |
pubs.publication-status | Published | - |
dc.identifier.orcid | Suter, D. [0000-0001-6306-3023] | - |
Appears in Collections: | Aurora harvest Computer Science publications |
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.