Scene Text Detection and Recognition: The Deep Learning Era

SynthText3D: synthesizing scene text images from 3D virtual worlds

(2020) Minghui Liao et al.   Science China-Information Sciences

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey

(2018) Junwei Han et al.   IEEE SIGNAL PROCESSING MAGAZINE

TextBoxes++: A Single-Shot Oriented Scene Text Detector

(2018) Minghui Liao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Arbitrary-Oriented Scene Text Detection via Rotation Proposals

(2018) Jianqi Ma et al.   IEEE TRANSACTIONS ON MULTIMEDIA

An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

(2017) Baoguang Shi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Text Detection, Tracking and Recognition in Video: A Comprehensive Survey

(2016) Xu-Cheng Yin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Text Detection and Recognition in Imagery: A Survey

(2015) Qixiang Ye et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Reading Text in the Wild with Convolutional Neural Networks

(2015) Max Jaderberg et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Scene text detection and recognition: recent advances and future trends

(2015) Yingying Zhu et al.   Frontiers of Computer Science

Fast Feature Pyramids for Object Detection

(2014) Piotr Dollar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Word Spotting and Recognition with Embedded Attributes

(2014) Jon Almazan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Label Embedding: A Frugal Baseline for Text Recognition

(2014) Jose A. Rodriguez-Serrano et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Robust Text Detection in Natural Scene Images

(2013) Xu-Cheng Yin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Integrating multiple character proposals for robust scene text extraction

(2013) SeongHun Lee et al.   IMAGE AND VISION COMPUTING

Text String Detection From Natural Scenes by Structure-Based Partition and Grouping

(2011) Chucai Yi et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Contour Detection and Hierarchical Image Segmentation

(2010) P Arbeláez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE