Face recognition from multi-pose image sequence (CROSBI ID 481593)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Biuk, Zoran ; Lončarić, Sven
engleski
Face recognition from multi-pose image sequence
Abstract A novel approach to face recognition based on multi-pose image sequence is presented in this paper. In this approach faces are represented by their pattern vectors (projections to eigenfaces) in eigenspace. Instead of recognizing a face from a single view, a sequence of images showing face movement (from left to the right profile) is used for recognition. Pattern vectors corresponding to multiple poses build a trajectory in eigenspace where each trajectory belongs to one face sequence (profile to profile). In the training phase, sequences of poses construct prototypes trajectories, and in recognition phase, an unknown face trajectory is taken into comparison with prototypes. New models of matching are presented and analyzed as well as influence of some parameters to recognition ratio.
face recognition; image processing
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
319-324-x.
2001.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis
Lončarić, Sven; Babić, Hrvoje
Zagreb: Sveučilišni računski centar Sveučilišta u Zagrebu (Srce)
Podaci o skupu
2nd International Symposium on Image and Signal Processing and Analysis
predavanje
19.06.2001-21.06.2001
Pula, Hrvatska