An incremental learning method based on SVM for online sketchy shape recognition

Lecture Notes in Computer Science

Volumn 3610, Issue PART I, 2005, Pages 655-659

  Sun, Zhengxing ^a   Zhang, Lisha ^a   Tang, Enyi ^a  

^a NANJING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); IMAGE ANALYSIS; LEARNING SYSTEMS;

HYPER-PLANE; SKETCHY SHAPE RECOGNITION; SVM-CLASSIFIER;

DATA REDUCTION;

EID: 26844563708     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11539087_82     Document Type: Conference Paper

References (6)

1. Sun Z. X., Liu W. Y., Peng B. B., et al: User Adaptation for Online Sketchy Shape Recognition. Lecture Notes in Computer Science, Vol. 3088. Springer-Veralg, Heidelberg New York (2004) 303-314.
2. Ratsaby J.: Incremental Learning with Sample Queries. IEEE Trans. on Pattern Analysis and Machine Intelligence. 20 (1998) 883-888.
3. Collobert R. and Bengio S.: SVMtorch: Support Vector Machines for Large-Scale Regression Problems. Journal of Machine Learning Research. (2001) 143-160.
4. Vapnik V. N.: Statistical Learning Theory. John Wiley and Sons (1998).
5. Syed N., Liu H. and Sung K.: Incremental Learning with Support Vector Machines. In: Procedings of IJCAI-99, Stockholm, Sweden. (1999) 272-276.
6. Xiao R., Wang J. C., Sun Z. X., et al: An Incremental SVM Learning Algorithm Alpha-SVM. Chinese Journal of Software. 12 (2001) 1818-1824.