Handwritten English Word Recognition Based on Convolutional Neural Networks

作者：Aiquan Yuan, Gang Bai, Po Yang, Yanni Guo, Xinting Zhao · 年份：2012 · DOI：10.1109/icfhr.2012.210 · 被引用次数：38 · 研究领域：Handwritten Text Recognition Techniques、Hand Gesture Recognition Systems、Vehicle License Plate Recognition

This paper presents a novel segmentation-based and lexicon-driven handwritten English recognition systems. For the segmentation, a modified online segmentation method based on rules are applied. Then, convolutional neural networks are introduced for offline character recognition. Experiments are evaluated on UNIPEN lowercase data sets, with the word recognition rate of 92.20%.