首页> 外文会议>IAPR workshop on machine vision applications >A Character Pattern Extraction Method Applicable to Various Types of Images
【24h】

A Character Pattern Extraction Method Applicable to Various Types of Images

机译:一种适用于各种类型的图像的字符模式提取方法

获取原文
获取外文期刊封面目录资料

摘要

As the applications of the OCR are widely expanding recently, computers have to extract character patterns from various types of images such as scanned document images, scene images and video frames. Many methods for character pattern extraction have been proposed so far. They were designed and tuned for a special type of image and for a certain input device. However, we have many images which cannot be processed by the conventional framework. It is necessary for us to develop an all-purpose, unified processing which can extract character patterns from various types of images using various input devices. To realize the unified processing, we previously developed a character pattern extraction method based on the local multilevel processing and the region growing. The performance of the method was evaluated using scanned document images, however, no detailed evaluation has been performed for scene images. By the new experiments using scene images, we have verified that the method works well even for scene images. The rate of text line extraction is 75%, which is almost same as that of a conventional method. Although the rate is not very high, the remarkable property of our method is that it is applicable to various types of images.
机译:由于OCR的应用最近广泛地扩展,计算机必须从诸如扫描的文档图像,场景图像和视频帧中提取来自各种类型的图像的字符模式。到目前为止,已经提出了许多用于性格模式提取的方法。它们是设计和调整的特殊类型和某种输入设备。但是,我们有许多无法由传统框架处理的图像。我们需要开发一种可以使用各种输入设备从各种类型图像中提取字符模式的全目的统一处理。为了实现统一处理,我们以前开发了一种基于局部多级处理和地区的角色模式提取方法。使用扫描的文档图像评估该方法的性能,然而,没有对场景图像执行详细的评估。通过使用场景图像的新实验,我们已经验证了该方法甚至适用于场景图像。文本线提取率为75%,与传统方法几乎相同。虽然速率不是很高,但我们方法的显着性质是它适用于各种类型的图像。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号