The use of steerable filters for feature extraction


Akman E.

IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, no.1, pp.262-264, 2002 (Peer-Reviewed Journal) identifier

  • Publication Type: Article / Letter
  • Volume: Issue: 1
  • Publication Date: 2002
  • Journal Name: IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES
  • Journal Indexes: Science Citation Index Expanded, Scopus
  • Page Numbers: pp.262-264

Abstract

This letter proposes a new approach for feature, extraction using steerable filters. This approach is based on the concept of orientation-energy histogram which yields the local direction of dominant orientation. The testing is carried out using a training set of 1000 and a set of 300 unknown 40 X 40 hand-written digits. As a result of the simulations, 92% correct recognition is provided.