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

Mazin Riyadh Al-Hameed

ISBN 10: 3659616214 / ISBN 13: 9783659616211

Published by LAP Lambert Academic Publishing, 2022

About this Item

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.

Seller Inventory # 121390131

Bibliographic Details

• Title: Face Detection Based on Skin Color Segmentation | Computer Vision and Image Processing. DE
• Publisher: LAP Lambert Academic Publishing
• Publication Date: 2022
• Language: English
• ISBN 10: 3659616214
• ISBN 13: 9783659616211
• Binding: Taschenbuch
• Condition: Neu
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.