SVM based ultrasonic medicine image diagnosis

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4549, Issue , 2001, Pages 92-95

  Zhang, Jun ^a   Liu, Xiaomao ^a   Liu, Jian ^a   Peng, Fuyuan ^a   Tian, Jinwen ^a   Wang, Ying ^a   Zhang, Wenjun ^a   Xie, MingXing ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Classification; Medical image; SVM; Ultrasonic

Indexed keywords

DIAGNOSIS; OPTIMIZATION; PROBABILITY; REGRESSION ANALYSIS; TIME SERIES ANALYSIS; ULTRASONIC IMAGING; VECTORS;

SUPPORT VECTOR MACHINES (SVM);

MEDICAL IMAGING;

EID: 0035770702     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.440251     Document Type: Conference Paper

References (3)

1. Olivier Chapelle, Patrick Haffner, and Vladimir N. Vapnik. "Support vector machines for histogram-based image classification", IEEE Trans. on Neural Networks. Vol.10, No.5, pp. 1055-1064, 1999.
2. Vladimir N. Vapnik. "An overview of statistical learning theory", IEEE Trans. on Neural Networks. Vol. 10, No.5, pp. 988-999, 1999.
3. M. Bazaraa and C.M. Shetty, Nonlinear Programming, Wiley, New York, 1979.