Title :
A similarity retrieval of 3D polygonal models using rotation invariant shape descriptors
Author :
Suzuki, Motofumi T. ; Kato, Toshikazu ; Otsu, Nobuyuki
Author_Institution :
Nat. Inst. of Multimedia Educ., Chiba, Japan
Abstract :
In virtual reality and multimedia applications, 3D polygonal models are increasing in number. Similarity retrieval is an important task in 3D polygonal model databases. We present rotation invariant shape descriptors for similarity retrieval. Our feature descriptor grouping technique overcomes the efficiency problem of query processing in high-dimensional shape descriptor spaces. Although high-dimensional feature descriptors are reduced by our techniques, they maintain high recall and precision
Keywords :
content-based retrieval; image retrieval; multimedia databases; stereo image processing; virtual reality; visual databases; 3D polygonal model databases; feature descriptor grouping technique; high-dimensional shape descriptor spaces; multimedia; precision; query processing; recall; rotation invariant shape descriptors; similarity retrieval; virtual reality; Clouds; Data mining; Feature extraction; Image databases; Image retrieval; Information retrieval; Multimedia databases; Shape; Solid modeling; Spatial databases;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.884448