Knowledge-Based Intelligent Techniques in Character Recognition

1. Auflage 2019
ISBN: 978-0-367-39978-8
Verlag: CRC Press

Buch, Englisch, 312 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 474 g

Reihe: International Series on Computational Intelligence

Knowledge-Based Intelligent Techniques in Character Recognition presents research results on intelligent character recognition techniques, reflecting the tremendous worldwide interest in the applications of knowledge-based techniques in this challenging field.
This resource will interest anyone involved in computer science, computer engineering, applied mathematics, or related fields. It will also be of use to researchers, application engineers and students who wish to develop successful character recognition systems such as those used in reading addresses in a postal routing system or processing bank checks.

Features

Zielgruppe

Professional

Autoren/Hrsg.

Jain, Lakhmi C.

Lazzerini, Beatrice

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering
• Mathematik | Informatik EDV | Informatik Technische Informatik
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein

Inhaltsverzeichnis

An Introduction to Character Recognition - L.C. Jain and B. Lazzerini
Recognition of Handwritten Digits in the Real World by a Neocognitron - H. Shouno, K. Fukushima and M. Okada
Recognition of Rotated Patterns Using Neocognitron - S. Satoh, J. Kunoiwa, H. Aso and S. Miyuke
Soft Computing Approach to Hand-written Numeral Recognition - J. F. Baldwin, T. P. Martin, and O. Stylianidis
Handwritten Character Recognition Using an MLP - F. Sorbello, G. A. M. Gioiello, and S. Vitabile
Signature Verification Based on Fuzzy Genetic Algorithm - J. N. K. Liu, and G. S. K. Fung
Application of a Generic Neural Network to Handwritten Digit Classification - D. S. Banarse and A. Duller
High-speed Recognition of Handwritten Amounts On Italian Checks - B. Lazzerini, L. M. Reyneri, F. Gregoretti, and A. Mariani
Off-line Handwritten Word Recognition Using Hidden Markov Models - A. El-Yacoubi, R. Sabourin, M. Gilloux and C. Y. Suen
Off-line Handwriting Recognition with Context Dependent Fuzzy Rules - A. Malaviya, F. Ivancic, J. Balasubramaniam and L. Peters
License-plate Recognition - M. H. Brugge, J. A. G. Nijihuis, L. Spaanenburg, and J. H. Stevens
Index

Über Autor(innen)

Lakhmi C. Jain, Beatrice Lazzerini