Title :
Frontal face generation from profile face image
Author :
Gupta, Sandesh ; Kapoor, Shashank ; Gupta, Phalguni
Author_Institution :
Dept. of Comput. Sci. & Eng., C.S.J.M. Univ., Kanpur, India
Abstract :
This paper presents an efficient method to generate the frontal face image from the given profile face image. It uses principal component analysis (PCA) in conjunction with linear object class (LOC) method. The proposed method is tested on CMU PIE face database and it is found to be significant improvement over the well known linear object class method.
Keywords :
principal component analysis; rendering (computer graphics); CMU PIE face database; frontal face generation; linear object class method; principal component analysis; profile face image; Databases; Face; Pixel; Principal component analysis; Shape; Training; Vectors; Biometrics; Linear Object Class; Pose; Principal Component Analysis; Shape; Texture;
Conference_Titel :
Anti-Counterfeiting, Security and Identification (ASID), 2011 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-61284-631-6
DOI :
10.1109/ASID.2011.5967417
