Eigen-model based 3D model recognition from cylindrical mapped image

Author

Li, Shiyu ; Khan, Ishtiaq Rasool ; Okuda, Masahirn ; Yamazaki, Yasushi ; Takahashi, Shin-Ichi

Author_Institution

Dept. of Environ. Eng., Univ. of Kitakyushu, Japan

Volume

2

fYear

2004

Firstpage

979

Abstract

In this paper, we present a new method for 3D model recognition. Unlike other approaches, our model recognition is accomplished based on a plane which describes a 3D model and an eigen-model algorithm. By mapping a 3D model into a virtual cylinder around the model, we get the 3D model aspect information on an unfolded cylinder as a 2D image, which gives effective data format for feature extraction, selection and classifier design phases. We apply automatic optimal feature selection and a hierarchical database organization from the SHOSLIF algorithm to 3D object recognition.

Keywords

database management systems; eigenvalues and eigenfunctions; feature extraction; image classification; object recognition; 2D image; 3D model aspect information; 3D model recognition; 3D object recognition; SHOSLIF algorithm; automatic optimal feature selection; classifier design; cylindrical mapped image; eigen-model algorithm; feature extraction; hierarchical database organization; virtual cylinder; Data mining; Engine cylinders; Face recognition; Feature extraction; Geometry; Image databases; Image recognition; Shape; Solid modeling; Spatial databases;

fLanguage

English

Publisher

ieee

Conference_Titel

Communications, Circuits and Systems, 2004. ICCCAS 2004. 2004 International Conference on

Print_ISBN

0-7803-8647-7

Type

conf

DOI

10.1109/ICCCAS.2004.1346343

Filename

1346343