A novel pipeline framework for multi oriented scene text image detection and recognition

作者：

Highlights：

• A unified framework is proposed that takes scene text detection and recognition.

• New.i.ReLU layer is introduced which can detect text components (even vertical).

• New.i.inception layer is introduced which can obtain broadly varying-sized text.

• A novel algorithm is introduced for feature extraction (LWDP).

摘要

•A unified framework is proposed that takes scene text detection and recognition.•New.i.ReLU layer is introduced which can detect text components (even vertical).•New.i.inception layer is introduced which can obtain broadly varying-sized text.•A novel algorithm is introduced for feature extraction (LWDP).

论文关键词：Scene text localization,Text image detection,Multi oriented,Convolutional neural network (CNN),Text recognition,End to end recognition

论文评审过程：Received 5 October 2020, Revised 27 November 2020, Accepted 25 December 2020, Available online 30 December 2020, Version of Record 9 January 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114549