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http://hdl.handle.net/1942/7801
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | FRANSENS, Jan | - |
dc.contributor.author | VAN REETH, Frank | - |
dc.date.accessioned | 2008-02-04T15:23:57Z | - |
dc.date.available | 2008-02-04T15:23:57Z | - |
dc.date.issued | 2007 | - |
dc.identifier.citation | Pollefeys, M & Daniilidis, K (Ed.) THIRD INTERNATIONAL SYMPOSIUM ON 3D DATA PROCESSING, VISUALIZATION, AND TRANSMISSION, PROCEEDINGS. p. 591-598. | - |
dc.identifier.isbn | 978-0-7695-2825-0 | - |
dc.identifier.uri | http://hdl.handle.net/1942/7801 | - |
dc.description.abstract | We present a hierarchical analysis technique for point clouds, based on Principal Component Analysis (PCA), a well known multivariate statistical method. The crux of the algorithm is a top-down planarity assessment of the underlying point data, after which individual planar patches are merged using a tree clustering technique. We will demonstrate how the results of this analysis are used as a preprocessing step for computer aided inspection of sheet metal folding, surface reconstruction and a hybrid point-polygon rendering algorithm. | - |
dc.language.iso | en | - |
dc.publisher | IEEE COMPUTER SOC | - |
dc.subject.other | PCA, point cloud analysis, minimum spanning tree, segmentation, hierarchical methods, surface reconstruction, CAD analysis, hybrid rendering | - |
dc.title | Hierarchical PCA decomposition of point clouds | - |
dc.type | Proceedings Paper | - |
local.bibliographicCitation.authors | Pollefeys, M | - |
local.bibliographicCitation.authors | Daniilidis, K | - |
local.bibliographicCitation.conferencedate | June 14 - 16, 2006 | - |
local.bibliographicCitation.conferencename | International Symposium on 3D Data Processing, Visualization and Transmission | - |
dc.bibliographicCitation.conferencenr | 3 | - |
dc.identifier.epage | 598 | - |
dc.identifier.spage | 591 | - |
local.format.pages | 8 | - |
local.bibliographicCitation.jcat | C1 | - |
dc.description.notes | Limburgs Univ Ctr, Expertise Ctr Digital Media, Diepenbeek, B-3590 Belgium.Fransens, J, Limburgs Univ Ctr, Expertise Ctr Digital Media, Univ Campus, Diepenbeek, B-3590 Belgium. | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
dc.bibliographicCitation.oldjcat | C1 | - |
dc.identifier.doi | 10.1109/3DPVT.2006.72 | - |
dc.identifier.isi | 000248621700076 | - |
local.bibliographicCitation.btitle | THIRD INTERNATIONAL SYMPOSIUM ON 3D DATA PROCESSING, VISUALIZATION, AND TRANSMISSION, PROCEEDINGS | - |
item.validation | ecoom 2008 | - |
item.fulltext | No Fulltext | - |
item.accessRights | Closed Access | - |
item.fullcitation | FRANSENS, Jan & VAN REETH, Frank (2007) Hierarchical PCA decomposition of point clouds. In: Pollefeys, M & Daniilidis, K (Ed.) THIRD INTERNATIONAL SYMPOSIUM ON 3D DATA PROCESSING, VISUALIZATION, AND TRANSMISSION, PROCEEDINGS. p. 591-598.. | - |
item.contributor | FRANSENS, Jan | - |
item.contributor | VAN REETH, Frank | - |
Appears in Collections: | Research publications |
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