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Volumn 7247, Issue , 2009, Pages

Using synthetic data safely in classification

Author keywords

Image quality generator; Interpolation; Supervised classification; Synthetic data; Training sets; Typeface generator

Indexed keywords

CONVEX INTERPOLATIONS; FEATURE SPACES; IMAGE QUALITY MODELS; NUMERICAL VALUES; PARAMETER SPACES; REAL DISTRIBUTIONS; REAL SAMPLES; SAMPLE SPACES; SUPERVISED CLASSIFICATION; SYNTHETIC DATA; SYNTHETIC TRAINING DATUM; TRAINING SETS; TYPEFACE GENERATOR; VARIED PARAMETERS;

EID: 62249183801     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.805619     Document Type: Conference Paper
Times cited : (12)

References (8)
  • 2
    • 0005031076 scopus 로고    scopus 로고
    • Transformation invariance in pattern recognition - tangent distance and tangent propagation
    • G. B. Orr Miller and K-R, editors, Chapter 12. Springer
    • Simard, P., Le Cun, Y., Denker, J., and Victorri, B. Transformation invariance in pattern recognition - tangent distance and tangent propagation. G. B. Orr Miller and K-R, editors, Neural Networks: Tricks of the Trade, Chapter 12. Springer, (1998).
    • (1998) Neural Networks: Tricks of the Trade
    • Simard, P.1    Le Cun, Y.2    Denker, J.3    Victorri, B.4
  • 3
    • 18044387170 scopus 로고    scopus 로고
    • Varga, T. and and Bunke, H. Comparing natural and synthetic training data for off-line cursive handwriting recognition. IEEE, editor, 9th International Workshop on Frontiers in Handwriting Recognition, (2004).
    • Varga, T. and and Bunke, H. Comparing natural and synthetic training data for off-line cursive handwriting recognition. IEEE, editor, 9th International Workshop on Frontiers in Handwriting Recognition, (2004).
  • 4
    • 62249158044 scopus 로고    scopus 로고
    • Varga, T. and and Bunke, H., Effects of training set expansion in handwriting recognition using synthetic data. In 11th Conf. of the International Graphonomics Society, Scottsdale, Arizona, USA, 200-203 (2003).
    • Varga, T. and and Bunke, H., Effects of training set expansion in handwriting recognition using synthetic data. In 11th Conf. of the International Graphonomics Society, Scottsdale, Arizona, USA, 200-203 (2003).
  • 6
    • 20444496589 scopus 로고    scopus 로고
    • Low resolution character recognition by dual eigenspace and synthetic degraded patterns. In ACM, editor
    • Washington, DC, USA
    • Sun, J., Hotta, Y., and Katsuyama, Y. Low resolution character recognition by dual eigenspace and synthetic degraded patterns. In ACM, editor, HDP'04, Washington, DC, USA, 15-22 (2004).
    • (2004) HDP'04 , pp. 15-22
    • Sun, J.1    Hotta, Y.2    Katsuyama, Y.3
  • 8
    • 0002812089 scopus 로고
    • Document Image Defect Models
    • H. S. Baird, H. Bunke, K. Yamamoto, editors, Springer-Verlag
    • Baird, H. Document Image Defect Models. In H. S. Baird, H. Bunke, K. Yamamoto, editors, Structured Document Image Analysis, Springer-Verlag, (1992).
    • (1992) Structured Document Image Analysis
    • Baird, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.