自动化学报2018，Vol.44Issue(12)：2113-2141,29.DOI:10.16383/j.aas.2018.c170572
自然场景图像中的文本检测综述
Text Detection in Natural Scene Image: A Survey
摘要
Abstract
In this paper, the research progress of natural scene text detection problems and methods are reviewed. Firstly, the characteristics of natural scene text are introduced, and the text detection technology research background, status and the main technical route are illustrated respectively. Secondly, from the perspective of traditional text detection and deep learning text detection, the merits and demerits of various methods are analyzed, and the technology of end-to-end text recognition is introduced. Then, the challenges of the natural scene text detection technology and the corresponding solutions are discussed. Finally, the benchmark datasets are enumerated, the evaluation methods and the performances of the most representative approaches are fundamentally compared. Furthermore, potential application and development trend in this field are summarized.关键词
文本检测/场景文本/深度学习/手工设计的特征/连通域分析Key words
Text detection/scene text/deep learning/handcraft feature/connected component analysis引用本文复制引用
王润民,桑农,丁丁,陈杰,叶齐祥,高常鑫,刘丽..自然场景图像中的文本检测综述[J].自动化学报,2018,44(12):2113-2141,29.基金项目
国家自然科学基金(61502164) （61502164）
湖南省自然科学基金(2016JJ3090) （2016JJ3090）
湖南省教育厅优秀青年项目(16B155) （16B155）
中国博士后科学基金(2015T81130,2014M562569)资助 （2015T81130,2014M562569）
