The use of steerable filters for feature extraction

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Atıf İçin Kopyala

Akman E.

IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, sa.1, ss.262-264, 2002 (SCI-Expanded)

• Yayın Türü: Makale / Kısa Makale
• Cilt numarası: Sayı: 1
• Basım Tarihi: 2002
• Dergi Adı: IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES
• Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
• Sayfa Sayıları: ss.262-264
• İstanbul Üniversitesi Adresli: Hayır

Özet

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.