Face detection based on chrominance and luminance for simple design

Face detection based on chrominance and luminance for simple design

We proposed improved face detection system using Grid of Skin Color Regions besides luminance data that are used in the conventional system. It decreases FAR (False Acceptance Ratio) in image part where there are non-skin color. Using skin information in CbCr plane is proposed to be implemented into...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Youngjin Kim, Sungkwang Cho, Byungjoon Back, Taechan Kim
Format: Tagungsbericht
Sprache:eng
Schlagworte:
AdaBoost
chrominance
Face
Face detection
face recognition
ICT
Image color analysis
Skin
Training
Training data
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:We proposed improved face detection system using Grid of Skin Color Regions besides luminance data that are used in the conventional system. It decreases FAR (False Acceptance Ratio) in image part where there are non-skin color. Using skin information in CbCr plane is proposed to be implemented into embedded system. It separates skin color and non-skin color regions in the several regions. After that, AdaBoost algorithm is used in training face and non-face images. We confirmed the result that brings less FAR compared to the conventional method.
DOI:10.1109/ISOCC.2012.6407103