A curated list of papers and resources for scene text detection and recognition

Overview

Awesome

Awesome Scene Text

A curated list of papers and resources for scene text detection and recognition

The year when a paper was first published, including ArXiv publications, is used. As a result, there may be cases when a paper was accepted for example to CVPR 2019, but it is listed in year 2018 because it was published in 2018 on ArXiv.

Table of contents
1. Scene Text Detection
2. Weakly Supervised Scene Text Detection
3. Scene Text Recognition
4. Other scene text papers
5. Scene Text Survey papers

Scene Text Detection (including methods for end-to-end detection and recognition)

2010

  • Detecting text in natural scenes with stroke width transform [CVPR 2010] [paper]
  • A Method for Text Localization and Recognition in Real-World Images [ACCV 2010] [paper]

2011

2012

  • Real-time scene text localization and recognition [CVPR 2012] [paper]

2013

2014

  • Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees [ECCV 2014] [paper]

2015

  • Symmetry-based text line detection in natural scenes [CVPR 2015] [paper]
  • Object proposals for text extraction in the wild [ICDAR 2015] [paper]
  • Text-Attentional Convolutional Neural Network for Scene Text Detection [TIP 2016] [paper]
  • Text Flow : A Unified Text Detection System in Natural Scene Images [ICCV 2015] [paper]

2016

2017

2018

2019

  • MSR: Multi-Scale Shape Regression for Scene Text Detection [IJCAI 2019] [paper]
  • Scene Text Detection with Inception Text Proposal Generation Module [ICMLC 2019] [paper]
  • Towards Robust Curve Text Detection with Conditional Spatial Expansion [CVPR 2019] [paper]
  • Curve Text Detection with Local Segmentation Network and Curve Connection [ArXiv] [paper]
  • Pyramid Mask Text Detector [ArXiv] [paper]
  • Tightness-aware Evaluation Protocol for Scene Text Detection [CVPR 2019] [paper]
  • Character Region Awareness for Text Detection [CVPR 2019] [paper]
  • Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes [CVPR 2019] [paper]
  • TextCohesion: Detecting Text for Arbitrary Shapes [ArXiv] [paper]
  • Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation [CVPR 2019] [paper]
  • Learning Shape-Aware Embedding for Scene Text Detection [CVPR 2019] [paper]
  • A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning [ACMMM 2019] [paper]
  • Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network [ICCV 2019] [paper]
  • Towards Unconstrained End-to-End Text Spotting [ICCV 2019] [paper]
  • TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting [paper]
  • Convolutional Character Networks [ICCV 2019] [paper]

Weakly supervised Scene Text Detection & Recognition

2017

  • Attention-Based Extraction of Structured Information from Street View Imagery [ICDAR 2017] [paper]
  • WeText: Scene Text Detection under Weak Supervision [ICCV 2017] [paper]
  • SEE: Towards Semi-Supervised End-to-End Scene Text Recognition [AAAI 2018] [paper]

Scene Text Recognition

2014

2015

2016

2017

2018

  • Char-Net: A Character-Aware Neural Network for Distorted Scene Text Recognition [AAAI 2018] [paper]
  • SqueezedText: A Real-time Scene Text Recognition by Binary Convolutional Encoder-decoder Network [AAAI 2018] [paper]
  • Edit Probability for Scene Text Recognition [CVPR 2018] [paper]
  • ASTER: An Attentional Scene Text Recognizer with Flexible Rectification [TPAMI 2018] [paper]
  • Synthetically Supervised Feature Learning for Scene Text Recognition [ECCV 2018] [paper]
  • Scene Text Recognition from Two-Dimensional Perspective [AAAI 2019] [paper]
  • ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification [CVPR 2019] [paper]

2019

Script Identification

Other scene text related papers

2016

2019

  • Scene Text Synthesis for Efficient and Effective Deep Network Training [ArXiv] [paper]

Scene text survey

2018

  • Scene Text Detection and Recognition: The Deep Learning Era [ArXiv] [paper]

2019

  • Scene text detection and recognition with advances in deep learning: a survey [IJDAR 2019] [paper]
Issues
  • about Synthtext

    about Synthtext

    Hello sir, I came to your profile from SythText Ankush git repo, Could you please give us updated code which will run without error sir? We 5 of my team mates are trying from 6 days to run the code, But we are getting error one by one,Please help us in resolving us, We are in deperate need of your help.

    opened by subramanyakrishna 0
Owner
Jan Zdenek
Jan Zdenek
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