Separation of Texture and Two-Dimensional Shape in Images of Human Faces
作者： Thomas Vetter , Nikolaus Troje
DOI: 10.1007/978-3-642-79980-8_14
关键词: Representation (mathematics) 、 Artificial intelligence 、 Small data 、 Principal axis theorem 、 Facial recognition system 、 Computer vision 、 Face (geometry) 、 Separation (aeronautics) 、 Set (abstract data type) 、 Texture (geology) 、 Computer science
摘要: Human faces differ in shape and texture. This paper describes a representation of grey-level images human based on an automated separation two- dimensional The was done using the point correspondence between different images, which established through algorithms known from optical flow computation. A linear description separated texture spaces allows smooth modeling faces. Pictures along principal axes small data set 50 are shown. We also show face reconstructions this example set.
springer.com
mpg.de
core.ac.uk 
sci-hub.st 参考文章(12)
Amnon Shashua, David Beymer, Tomaso Poggio, Example Based Image Analysis and Synthesis Massachusetts Institute of Technology. ,(1993)
A. J. O’Toole, K. A. Deffenbacher, D. Valentin, H. Abdi, Low-dimensional representation of faces in higher dimensions of the face space Journal of the Optical Society of America A. ,vol. 10, pp. 405- 411 ,(1993) , 10.1364/JOSAA.10.000405
Ian Craw, Peter Cameron, Parameterising Images for Recognition and Reconstruction british machine vision conference. pp. 367- 370 ,(1991) , 10.1007/978-1-4471-1921-0_52
Thaddeus Beier, Shawn Neely, Feature-based image metamorphosis international conference on computer graphics and interactive techniques. ,vol. 26, pp. 35- 42 ,(1992) , 10.1145/133994.134003
L. Sirovich, M. Kirby, Low-dimensional procedure for the characterization of human faces Journal of The Optical Society of America A-optics Image Science and Vision. ,vol. 4, pp. 519- 524 ,(1987) , 10.1364/JOSAA.4.000519
Tomaso Poggio, Thomas Vetter, Recognition and Structure from One 2D Model View: Observations on Prototypes, Object Classes and Symmetries Defense Technical Information Center. ,(1992) , 10.21236/ADA259735
Matthew Turk, Alex Pentland, Eigenfaces for recognition Journal of Cognitive Neuroscience. ,vol. 3, pp. 71- 86 ,(1991) , 10.1162/JOCN.1991.3.1.71
Hallinan, A low-dimensional representation of human faces for arbitrary lighting conditions computer vision and pattern recognition. pp. 995- 999 ,(1994) , 10.1109/CVPR.1994.323941
Saul A. Teukolsky, Brian P. Flannery, William T. Vetterling, William H. Press, Numerical Recipes in C: The Art of Scientific Computing ,(1986)
William H Press, William H Press, Brian P Flannery, Brian P Flannery, Saul A Teukolsky, William T Vetterling, William T Vetterling, Numerical recipes in Pascal : the art of scientific computing Published in <b>1989</b> in Cambridge by Cambridge university press. ,(1989)