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用笔画宽度变换检测自然场景中的文本

Detecting Text in Natural Scenes with Stroke Width Transform
课程网址: http://videolectures.net/cvpr2010_epshtein_dtns/  
主讲教师: Boris Epshtein
开课单位: 微软公司
开课时间: 2010-07-19
课程语种: 英语
中文简介:
我们提出了一种新颖的图像算子,旨在找到每个图像像素的笔画宽度值,并展示其在自然图像中文本检测任务中的用途。建议的操作符是本地的和数据相关的,这使得它快速且完整,足以消除对多规模计算器扫描窗口的需要。大量测试表明,建议的方案优于最新发布的算法。 Itssimplicity允许算法检测许多字体和语言的文本。
课程简介: We present a novel image operator that seeks to find the value of stroke width for each image pixel, and demonstrate its use on the task of text detection in natural images. The suggested operator is local and data dependent, which makes it fast and robust enough to eliminate the need for multi-scale computation or scanning windows. Extensive testing shows that the suggested scheme outperforms the latest published algorithms. Its simplicity allows the algorithm to detect texts in many fonts and languages.
关 键 词: 图像算子; 文本检测; 多规模计算器
课程来源: 视频讲座网
最后编审: 2020-04-22:chenxin
阅读次数: 107