Face recognition on  the basis of conjugation indexes in the space of summarizing invariants
  N. Kozin, V. Fursov
Image  Processing Systems Institute of the Russian Academy of Sciences,
    S.P. Korolyov  Samara State Aerospace University
    
Full text of article: Russian language.
Abstract:
We discuss the  possibility of using conjugation indices as the distance measure in the  summation invariants space. As components for feature, vectors in such space invariant  values are being used. The effectiveness of recognition is being discussed according  to the face recognition. As the invariant for the feature space we used summation  invariant because of its local nature property.
Key words:
recognition,  multicollinearity, summation invariant, conjugation index.
Citation: Kozin NE, V. Fursov VA. Face recognition on  the basis of conjugation indexes in the space of summarizing invariants. Computer  Optics 2008; 32(4): 400-2.
References:
  - Cartan E. La methode du repere  mobile, la theorie des groupes continus, et les espaces generalizes. Exposes de  Geometrie 1935; 5. 
- Fels M, Oliver P. Moving coframes:  I. A practical algorithm. Acta Applicandae Mathematicae 1999; 52(2): 161-208. 
- Fursov VA, Kozin NE. Recognition  through constructing the Eigenface classifiers using conjugation indices.  Proceedings of IEEE International Conference on Advanced Video and Signal based  Surveillance. London, United Kingdom, 5-7 September 2007. 
- Kozin NE, Fursov VA. Building of  classifiers based on conjugation indices. Optical Memory & Neural Networks  2007; 1. 
- Lin WY, Boston N, Hu YH. Summation  invariant and its application to shape recognition. Proceedings of ICASSP 2005;  V: 205-208. 
- Phillips PJ, Flynn PJ, Scruggs T,  Bowyer KW, Chang J, Hoffman K, Marques J, Min J, Worek W. Overview of the face  recognition grand challenge. Proceedings of CVPR 2005; 1: 947-54. 
- Widder K, Lin W, Boston N, Hu Y.  From moving frames to summation invariants: procedures, properties and  applications. Technical Report ECE-07-05, University of Wisconsin-Madison,  Madison, WI, Sept. 2007. 
- Kozin NE, Fursov VA. Feature space  reduction using multicollinearity features [In Russian]. Computer Optics 2008;  32(3): 307-311. 
-   Tou J, Gonzalez R. Pattern recognition principles  [In Russia]. Moscow: “Mir” Publisher 1978; 416.
  
  
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