The following information was submitted:
Transactions: INTERNATIONAL JOURNAL of MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES
Transactions ID Number: 17-140
Full Name: Jan Palka
Position: Ph.D. Candidate
Age: ON
Sex: Male
Address: Kuty 1941
Country: CZECH REPUBLIC
Tel: 00420774498509
Tel prefix: 00420774498509
Fax:
E-mail address: jpalka@fai.utb.cz
Other E-mails: jpalka@fai.utb.cz
Title of the Paper: OCR systems based on convolutional neocognitron network
Authors as they appear in the Paper: Palka Jan, Palka Jiri, Navratil Milan
Email addresses of all the authors: jpalka@fai.utb.cz,palka@fai.utb.cz,navratil@fai.utb.cz
Number of paper pages: 8
Abstract: This paper deals with the recognition of handwritten text. It is mainly discussing improving nowadays OCR systems. In detail is this article focused on the possibilities of implementing the neocognitron network in this improvement. Next part deals with the problems of document processing, recognition of individual characters and subsequent search for whole words against the dictionary. Main goal of this work is to invent new principles in the field of processing hand written text especially focused on text with language specifics like diacritics
Keywords: OCR, MNIST, recognition, hand-written text, neural network
EXTENSION of the file: .doc
Special (Invited) Session: OCR systems in language specific environments
Organizer of the Session: 655-275
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