A SURVEY ON PATTERN RECOGNITION APPLICATIONS OF SUPPORT VECTOR MACHINES

Abstract

In this paper, we present a survey on pattern recognition applications of Support Vector Machines (SVMs). Since SVMs show good generalization performance on many real-life data and the approach is properly motivated theoretically, it has been applied to wide range of applications. This paper describes a brief introduction of SVMs and summarizes its various pattern recognition applications.

Keywords

This publication has 34 references indexed in Scilit:

Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines
Pattern Recognition, 2003
Robust vision-based features and classification schemes for off-line handwritten digit recognition
Pattern Recognition, 2002
Modified support vector machines in financial time series forecasting
Neurocomputing, 2002
A comparison of methods for multiclass support vector machines
IEEE Transactions on Neural Networks, 2002
Support vector machines for face authentication
Image and Vision Computing, 2002
Composite support vector machines for detection of faces across views and pose estimation
Image and Vision Computing, 2002
Detecting faces in images: A survey
Ieee Transactions On Pattern Analysis and Machine Intelligence, 2001
Support vector machines for face recognition
Image and Vision Computing, 2001
Speaker recognition using continuous density support vector machines
Electronics Letters, 2001
AUTOMATIC TEXT LOCATION IN IMAGES AND VIDEO FRAMES
Pattern Recognition, 1998

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