Academic Commons

Articles

SHREC'08 entry: Training set expansion via autotags

Goldfeder, Corey; Feng, Haoyun; Allen, Peter K.

Training a 3D model classifier on a small dataset is very challenging. However, large datasets of partially classified models are now commonly available online. We use an external training set of models with associated text tags to automatically assign tags to both training and query models. The similarity between these tags, used in conjunction with a standard shape descriptor, yields a multiclassifier that outperforms the standalone shape descriptor.

Files

More Information

Published In
IEEE International Conference on Shape Modeling and Applications 2008: Stony Brook, New York, USA, June 4-6, 2008: Proceedings
Publisher DOI
https://doi.org/10.1109/SMI.2008.4547983
Pages
233 - 234
Publisher
IEEE
Publication Origin
Piscataway, N.J.
Academic Units
Computer Science
Academic Commons provides global access to research and scholarship produced at Columbia University, Barnard College, Teachers College, Union Theological Seminary and Jewish Theological Seminary. Academic Commons is managed by the Columbia University Libraries.