SHREC'08 entry: Training set expansion via autotags
Corey Goldfeder; Haoyun Feng; Peter K. Allen
- SHREC'08 entry: Training set expansion via autotags
Allen, Peter K.
- Computer Science
- Permanent URL:
- Book/Journal Title:
- IEEE International Conference on Shape Modeling and Applications 2008: Stony Brook, New York, USA, June 4-6, 2008: Proceedings
- Book Author:
- Spagnuolo, Michela
- Publisher Location:
- Piscataway, N.J.
- 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.
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