Robust object detection in complex backgrounds using ICA compression
| dc.contributor.author | Vicente, M. A. | |
| dc.contributor.author | Fernández, C. | |
| dc.contributor.author | Reinoso, O. | |
| dc.contributor.author | Pérez, C. | |
| dc.contributor.editor | Skala, Václav | |
| dc.date.accessioned | 2013-01-25T11:46:58Z | |
| dc.date.available | 2013-01-25T11:46:58Z | |
| dc.date.issued | 2004 | |
| dc.description.abstract | This paper describes a method for recognizing real three-dimensional objects in non-controlled backgrounds using independent component analysis to eliminate redundant image information present in each object image. The proposed method is a two-step process that allows a coarse color-based detection and an exact localization using shape information. The paper describes an efficient implementation, making this approach suitable for realtime applications. | en |
| dc.format | 4 s. | cs |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | WSCG '2004: Posters: The 12-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, 2.-6. February 2004, Plzen, p. 185-188. | en |
| dc.identifier.isbn | 80-903100-6-0 | |
| dc.identifier.uri | http://wscg.zcu.cz/wscg2004/Papers_2004_Poster/N13.pdf | |
| dc.identifier.uri | http://hdl.handle.net/11025/971 | |
| dc.language.iso | en | en |
| dc.publisher | UNION Agency | en |
| dc.relation.ispartofseries | WSCG '2004: Posters | en |
| dc.rights | © UNION Agency | cs |
| dc.rights.access | openAccess | en |
| dc.subject | rozpoznání objektů | cs |
| dc.subject | 3D objekty | cs |
| dc.subject | barevné histogramy | cs |
| dc.subject | laterální histogramy | cs |
| dc.subject | analýza nezávislých komponent | cs |
| dc.subject | analýza hlavních komponent | cs |
| dc.subject.translated | object recognition | en |
| dc.subject.translated | 3D objects | en |
| dc.subject.translated | color histograms | en |
| dc.subject.translated | lateral histograms | en |
| dc.subject.translated | independent component analysis | en |
| dc.subject.translated | principal component analysis | en |
| dc.title | Robust object detection in complex backgrounds using ICA compression | en |
| dc.type | konferenční příspěvek | cs |
| dc.type | conferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |