Title :
Combined approach for face frontal view estimation for video surveillance purposes
Author :
Sadykhov, Rauf Kh ; Lamovsky, Denis V. ; Kharlanov, Vadim A. ; Kirienko, Alexandr S.
Author_Institution :
United Inst. of Inf. Problems, Minsk, Belarus
Abstract :
This paper presents the combined approach for face frontal view estimation from video sequences. This task is important for person identification by face image in video surveillance systems. Face tracking algorithm was developed based on optical flow and cascade face detector. We also found way to estimate quality of face detection. This quality is used as base for best frontal view estimation.
Keywords :
computer vision; face recognition; image sequences; video surveillance; cascade face detector; computer vision; face frontal view estimation; face tracking algorithm; optical flow; person identification; video surveillance; Cameras; Face detection; Face recognition; Humans; Informatics; Neural networks; Robustness; Spatial resolution; Speech analysis; Video surveillance; and frontal view estimation; face detection; tracking;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2009. IDAACS 2009. IEEE International Workshop on
Conference_Location :
Rende
Print_ISBN :
978-1-4244-4901-9
Electronic_ISBN :
978-1-4244-4882-1
DOI :
10.1109/IDAACS.2009.5342947
