Face Detection Based on Skin Color Segmentation | Computer Vision and Image Processing. DE

Mazin Riyadh Al-Hameed

ISBN 10: 3659616214 / ISBN 13: 9783659616211

Verlag: LAP Lambert Academic Publishing, 2022

Face Detection Based on Skin Color Segmentation | Computer Vision and Image Processing. DE | Mazin Riyadh Al-Hameed | Taschenbuch | Großformatiges Paperback. Klappenbroschur | Englisch | LAP Lambert Academic Publishing | EAN 9783659616211 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 121390131

Inhaltsangabe:

Abstract: This paper explores the identification of human face and eye instill frontal color pictures. First; the appropriate pre-processing stage is done. It requires image refresh, RGB to grayscale conversion, image binarization, noise reduction, and removal of small artifacts. The proposed algorithm is then extended to the position of the face by detecting the edges of the face using the detection of pixel color variations in the binary image. Finally, a normalized cross-relation is applied to determine the precise location of the eyes within the localized region of the face. the proposed algorithm is robust enough to achieve approximately 94% accuracy and can locate a face in single face images.

Bibliografische Details

Titel: Face Detection Based on Skin Color ...
Verlag: LAP Lambert Academic Publishing
Erscheinungsdatum: 2022
Einband: Taschenbuch
Zustand: Neu