Reference TypeConference Proceedings
Citation KeyCardosoGome:2007:PrApSk
Author1 Cardoso, Fernando H. B.
2 Gomes, Herman M.
Affiliation1 Universidade Federal de Campina Grande
2 Universidade Federal de Campina Grande
TitleA Probabilistic Approach to Skin Detection
Conference NameBrazilian Symposium on Computer Graphics and Image Processing, 20 (SIBGRAPI)
EditorGonçalves, Luiz
Wu, Shin Ting
Book TitleProceedings
DateOct. 7-10, 2007
Publisher CityPorto Alegre
PublisherSociedade Brasileira de Computação
Conference LocationBelo Horizonte
KeywordsProbabilistic Skin Detection Learning Segmentation.
AbstractIn this paper, we present an approach to skin detection in images, which labels each pixel as skin or nonskin based on a simple probabilistic model acquired from a database of manually labeled images. We tested several variations of this approach (using different color spaces and pre-processing techniques) and the achieved accuracy seemed quite encouraging with, a detection rate of 77,79%.
Tertiary TypeTechnical Poster
Size93 KiB
Number of Files1
Target FileCG07_final.pdf
Last Update2007: administrator
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