Handwriting Recognition with Artificial Neural Networks and OpenCV

An improved chinese handwriting recognition system using artificial neural networks

Based on previous research in Chinese handwriting recognition [18], an improved system is described in this paper. At the heart of this recognition system lays sets of connected artificial neural networks. Input Chinese characters are partitioned into 12 categories according to the structure of each character. The first set of neural networks is trained to classify the 12 partitions, and the se...

Integration of Color Features and Artificial Neural Networks for In-field Recognition of Saffron Flower

ABSTRACT-Manual harvesting of saffron as a laborious and exhausting job; it not only raises production costs, but also reduces the quality due to contaminations. Saffron quality could be enhanced if automated harvesting is substituted. As the main step towards designing a saffron harvester robot, an appropriate algorithm was developed in this study based on image processing techniques to recogn...

Handwriting recognition using neural networks and hidden Markov models

A Review of Various Soft Computing Techniques in the Domain of Handwriting Recognition

Handwriting recognition has been one of the most fascinating and challenging research areas in the field of image processing and pattern recognition in the recent year. Now a days the research work on handwriting recognition focusing toward evolving new techniques and methods that would reduce the processing time while maintaining higher recognition accuracy. A brief review of various Soft Comp...

Online Cursive Handwriting Mongolia Words Recognition with Recurrent Neural Networks

This paper primarily discussed Online Handwriting Recognition methods for Mongolia words which being often used among the Mongolia people in the North China. Because of the characteristic of the whole body of the Mongolia words, namely connectivity between the characters, thereby the segmentation of Mongolia words is very difficult. We introduced a recurrent neural network to online handwriting...