3-D shape retrieval using cognitive psychology-based principles

Hsueh Yi Sean Lin*, Chih_Ching Lin, Hong Yuan Mark Liao

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Abstract

In this paper, we incorporate a set of principles that originated in cognitive psychology into the design of 3-D shape analysis and retrieval systems. Based on the "visual salience-guided mesh decomposition" scheme we proposed previously, a 3-D shape represented in mesh form is first broken into parts such that human visual perception of the parts can be appropriately mimicked. Next, the decomposed parts are individually analyzed and quantified according to the properties of visual salience. To establish the indices of 3-D meshes for the subsequent retrieval process, spherical parameterization is adopted to map the decomposed parts onto the surface of a unit sphere. In this way, the degree of similarity between a query provided by a user and models in the database can be calculated. The experiment results show that the retrieval performance of the proposed scheme is indeed efficient and powerful.

Original languageEnglish
Title of host publicationProceedings - Seventh IEEE International Symposium on Multimedia, ISM 2005
Pages287-294
Number of pages8
DOIs
StatePublished - 1 Dec 2005
EventSeventh IEEE International Symposium on Multimedia, ISM 2005 - Irvine, CA, United States
Duration: 12 Dec 200514 Dec 2005

Publication series

NameProceedings - Seventh IEEE International Symposium on Multimedia, ISM 2005
Volume2005

Conference

ConferenceSeventh IEEE International Symposium on Multimedia, ISM 2005
CountryUnited States
CityIrvine, CA
Period12/12/0514/12/05

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    Lin, H. Y. S., Lin, CC., & Liao, H. Y. M. (2005). 3-D shape retrieval using cognitive psychology-based principles. In Proceedings - Seventh IEEE International Symposium on Multimedia, ISM 2005 (pp. 287-294). [1565845] (Proceedings - Seventh IEEE International Symposium on Multimedia, ISM 2005; Vol. 2005). https://doi.org/10.1109/ISM.2005.1