Superpixels, Occlusion and Stereo
Download (5.62 MB)
-
Altmetric Citations
Zhang, Yuhang; Hartley, Richard; Mashford, John; Burn, Stewart
Description
Graph-based energy minimization is now the state of the art in stereo matching methods. In spite of its outstanding performance, few efforts have been made to enhance its capability of occlusion handling. We propose an occlusion constraint, an iterative optimization strategy and a mechanism that proceeds on both the digital pixel level and the super pixel level. Our method explicitly handles occlusion in the framework of graph-based energy minimization. It is fast and outperforms previous...[Show more]
dc.contributor.author | Zhang, Yuhang | |
---|---|---|
dc.contributor.author | Hartley, Richard | |
dc.contributor.author | Mashford, John | |
dc.contributor.author | Burn, Stewart | |
dc.coverage.spatial | Noosa Australia | |
dc.date.accessioned | 2015-12-10T23:13:41Z | |
dc.date.created | December 6-8 2011 | |
dc.identifier.isbn | 9780769545882 | |
dc.identifier.uri | http://hdl.handle.net/1885/64537 | |
dc.description.abstract | Graph-based energy minimization is now the state of the art in stereo matching methods. In spite of its outstanding performance, few efforts have been made to enhance its capability of occlusion handling. We propose an occlusion constraint, an iterative optimization strategy and a mechanism that proceeds on both the digital pixel level and the super pixel level. Our method explicitly handles occlusion in the framework of graph-based energy minimization. It is fast and outperforms previous methods especially in the matching accuracy of boundary areas. | |
dc.publisher | IEEE Communications Society | |
dc.relation.ispartofseries | Digital Image Computing: Techniques and Applications (DICTA 2011) | |
dc.source | A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation | |
dc.subject | Keywords: Digital pixel; Energy minimization; Graph-based; Iterative Optimization; occlusion; Occlusion constraint; Occlusion handling; Pixel level; State of the art; stereo; Stereo matching method; superpixel; Superpixels energy minimization; occlusion; stereo; superpixel | |
dc.title | Superpixels, Occlusion and Stereo | |
dc.type | Conference paper | |
local.description.notes | Imported from ARIES | |
local.description.refereed | Yes | |
dc.date.issued | 2011 | |
local.identifier.absfor | 080104 - Computer Vision | |
local.identifier.ariespublication | u4334215xPUB956 | |
local.type.status | Published Version | |
local.contributor.affiliation | Zhang, Yuhang, College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Hartley, Richard, College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Mashford, John, CSIRO | |
local.contributor.affiliation | Burn, Stewart, CSIRO | |
local.description.embargo | 2037-12-31 | |
local.bibliographicCitation.startpage | 84 | |
local.bibliographicCitation.lastpage | 91 | |
local.identifier.doi | 10.1109/DICTA.2011.22 | |
local.identifier.absseo | 970108 - Expanding Knowledge in the Information and Computing Sciences | |
dc.date.updated | 2016-02-24T11:04:40Z | |
local.identifier.scopusID | 2-s2.0-84863034676 | |
Collections | ANU Research Publications |
Download
File | Description | Size | Format | Image |
---|---|---|---|---|
01_Zhang_Superpixels,_Occlusion_and_2011.pdf | 5.62 MB | Adobe PDF |
Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.
Updated: 17 November 2022/ Responsible Officer: University Librarian/ Page Contact: Library Systems & Web Coordinator