𝔖 Bobbio Scriptorium
✦   LIBER   ✦

A neural network-based on-line Chinese character recognition system

✍ Scribed by I.-Chang Jou

Publisher
Elsevier Science
Year
1991
Tongue
English
Weight
677 KB
Volume
2
Category
Article
ISSN
1047-3203

No coin nor oath required. For personal study only.

✦ Synopsis

A neural network-based on-line Chinese character recognition (OLCCR) system is presented. In this paper, a back-propagation neural network model is proposed for solving the pattern-matching problems in OLCCR, instead of those non-neural networkbased algorithms. This OLCCR system will enable us to recognize handwritten Chinese characters in real time. Each recognition process includes two main phases: (A) the feature-extraction phase, in which a feature vector based on reference stroke information can be extracted, and (B) the character-matching phase, in which the feature vector is matched with a group of standard Chinese reference character feature vectors. Experimental results show that it takes about 0.25 s to recognize a handwritten character and that a recognition rate of about 91% can be achieved.

πŸ“œ SIMILAR VOLUMES

An efficient gait recognition based on a
An efficient gait recognition based on a selective neural network ensemble
✍ Heesung Lee; Sungjun Hong; Euntai Kim πŸ“‚ Article πŸ“… 2008 πŸ› John Wiley and Sons 🌐 English βš– 325 KB

## Abstract The neural network ensemble is a learning paradigm where a collection of neural networks is trained for the same task. Generally, the ensemble shows better generalization performance than a single neural network. In this article, a selective neural network ensemble is applied to gait re

APβ€”Animal Production Technology: Recogni
APβ€”Animal Production Technology: Recognition System for Pig Cough based on Probabilistic Neural Networks
✍ A. Chedad; D. Moshou; J.M. Aerts; A. Van Hirtum; H. Ramon; D. Berckmans πŸ“‚ Article πŸ“… 2001 πŸ› Elsevier Science 🌐 English βš– 534 KB

Until now the use of acoustic bio-responses in bio-environment control as indicators of animal-condition is limited to human perception. Coughing is a frequent symptom of many respiratory diseases a!ecting the airways and lungs of humans and animals. Registration of coughs from di!erent pigs in a c