Reference TypeConference Proceedings
Citation KeyKomatiSamaSallSarc:2011:StBoDe
Author1 Komati, Karin Satie
2 Samatelo, Jorge Leonid Aching
3 Salles, Evandro Ottoni Teatini
4 Sarcinelli Filho, Mário
Affiliation1 Universidade Federal do Espírito Santo
2 Universidade Federal do Espírito Santo
3 Universidade Federal do Espírito Santo
4 Universidade Federal do Espírito Santo
TitleA strategy for Boundary Detection Combining Region and Edge Information
Conference NameConference on Graphics, Patterns and Images, 24 (SIBGRAPI)
EditorLewiner, Thomas
Torres, Ricardo
Book TitleProceedings
DateAug. 28 - 31, 2011
Publisher CityLos Alamitos
PublisherIEEE Computer Society
Conference LocationMaceió
KeywordsBoundary detection, multilabel graph cut, region growing, edge detection.
AbstractAbstractA method to detect boundaries in in natural color images is here proposed, combining edge information and region information. This unsupervised fully automatic process uses edge map information to eliminate false boundaries in the image region map, and region map information to remove noise in the image edge map. Thus, it integrates these two maps into a single one to get the final result. This proposal is extensively compared to the multi-label graph cut approach, since both approaches are unsupervised and fully automatic, as well as receive the same two inputs, although performing different processing. Experiments performed on a large set of natural color images were the base for such comparison. The results show that the approach here proposed is promising, besides allowing interesting interpretations about boundary detection.
Tertiary TypeFull Paper
FormatDVD, On-line.
Size3960 KiB
Number of Files1
Target FileArtigo_SIBGRAPI2011_v14 (1).pdf
Last Update2011:
Metadata Last Update2020: administrator {D 2011}
Document Stagecompleted
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History2011-07-23 15:36:12 :: -> administrator :: 2011
2020-02-19 02:19:27 :: administrator -> :: 2011
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