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ICNC
2005
Springer

An Incremental Learning Method Based on SVM for Online Sketchy Shape Recognition

9 years 3 months ago
An Incremental Learning Method Based on SVM for Online Sketchy Shape Recognition
This paper presents briefly an incremental learning method based on SVM for online sketchy shape recognition. It can collect all classified results corrected by user and select some important samples as the retraining data according to their distance to the hyper-plane of the SVM-classifier. The classifier can then do incremental learning quickly on the newly added samples, and the retrained classifier can be adaptive to the user’s drawing styles. Experiment shows the effectiveness of the proposed method.
Zhengxing Sun, Lisha Zhang, Enyi Tang
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where ICNC
Authors Zhengxing Sun, Lisha Zhang, Enyi Tang
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