Title :
A method for evaluating partially destroyed object´s recognition using an appearance-based model
Author :
Rahman, Mohammad M. ; Hashem, MMA
Author_Institution :
Dept. of Comput. Sci. & Eng., Bangladesh Inst. of Technol., Khulna, Bangladesh
Abstract :
In this paper, we introduce a new recognition strategy in an eigenspace method that can be used for the recognition of an object´s pose instead of using minimum length principle (MLP). This strategy can also evaluate an object or partially destroyed object whether it can be recognized within this manifold or not. This study also proposes an average-appearance eigenspace method where some sort of destroyed/occluded object´s pose can be represented and recognized.
Keywords :
eigenvalues and eigenfunctions; object recognition; appearance-based model; eigenspace method; minimum length principle; object pose recognition; partially destroyed object;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4