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awesome-ocr

https://github.com/AprilYapingZhang/awesome-ocr

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Text spotting
- 2023
  - DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting - Transformer/DeepSolo)]
  - DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting - Transformer/DeepSolo)]
- 2022
  - SwinTextSpotter: Scene Text Spotting via Better Synergy Between Text Detection and Text Recognition
  - Towards Weakly-Supervised Text Spotting Using a Multi-Task Transformer
- 2017
  - Detection and Recognition of Text Embedded in Online Images via Neural Context Models - 4110.<br>
  - STN-OCR: A single Neural Network for Text Detection and Text Recognition
  - Deep TextSpotter: An End-to-End Trainable Scene Text Localization and Recognition Framework - 2212.[[code](https://github.com/MichalBusta/DeepTextSpotter)]
  - [code
  - [code
- 2016
  - Textproposals: a text-specific selective search algorithm for word spotting in the wild - 74.[[code](https://github.com/lluisgomez/TextProposals)]
- 2014
  - Deep features for text spotting - 528.<br>
  - [code
  - [code
  - Word spotting and recognition with embedded attributes - 2566.<br>
Text image recognition
- 2020
  - 9
  - 9
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  - 5 - STET)
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  - 10 - 4Paradigm/AutoSTR.git)
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  - 13
  - 9
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- 2016
  - End-to-end interpretation of the french street name signs dataset - 426.<br>
  - [code
  - Reading Scene Text in Deep Convolutional Sequences - 3508.<br>
  - [code
- 2022
- 2019
  - Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
  - A Multi-Object Rectified Attention Network for Scene Text Recognition - Luo/MORAN_v2](https://github.com/Canjie-Luo/MORAN_v2)]
- 2017
  - Attention-based Extraction of Structured Information from Street View Imagery
  - [offical - OCR)]
- 2015
  - High performance offline handwritten chinese character recognition using googlenet and directional feature maps - 850.<br>
  - An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition - 2304.<br>
Text Detection
- 2014
  - DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer - k/DPText-DETR)]
- 2022
  - Towards End-to-End Unified Scene Text Detection and Layout Analysis - research-datasets/hiertext)]
  - Vision-Language Pre-Training for Boosting Scene Text Detectors
  - BTS: A Bi-Lingual Benchmark for Text Segmentation in the Wild
- 2021
- 2017
- 2016
  - Detecting text in natural image with connectionist text proposal network - 72.<br>
- 2015
  - Object proposals for text extraction in the wild - 210.[[code]( https://github.com/lluisgomez/TextProposals)]
  - Fastext: Efficient unconstrained scene text detector - 1214.[[code](https://github.com/MichalBusta/FASText)]
  - Fastext: Efficient unconstrained scene text detector - 1214.[[code](https://github.com/MichalBusta/FASText)]
- 2010
  - Detecting text in natural scenes with stroke width transform - 2970.<br>
  - [code
Synthetic Text data
- 2022
  - Aesthetic Text Logo Synthesis via Content-Aware Layout Inferring
- 2020
  - CVPR-2020
- 2016
  - Synthetic data for text localisation in natural images - 2324.<br>
Application with Scene Text
- 2016
  - Knowledge Mining With Scene Text for Fine-Grained Recognition
  - ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval
Image Text Super-resolution
- 2022
  - A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-Resolution
Text Style Transfer
- 2019
  - 2
OCR + VQA
- 2022
  - LaTr: Layout-Aware Transformer for Scene-Text VQA
Handwritten Mathematical Expression Recognition
- 2022
  - Syntax-Aware Network for Handwritten Mathematical Expression Recognition
Document
- 2022
Datasets
- 2016
  - tc11.cvc.uab.es
  - `2017 COCO-Text`
  - `2017 DeTEXT`
  - `2017 DOST`
  - `2017 FSNS`
  - `2017 MLT`
  - `2017 IEHHR`
  - `2011-2015 Born-DIgitalImage`
  - `2013-2015 Focused Scene Text`
  - `2013-2015 Text in Videos`
  - `2015 Incidental Scene Text`
  - ICDAR Chinese
  - `Chinese Text in the Wild`
  - `SynthText in the Wild Dataset`
  - `COCO-Text (Computer Vision Group, Cornell)`
  - `USTB-SV1k`
  - `download`
  - `IIIT 5K-Words`
  - `download`
  - `StanfordSynth(Stanford, AI Group)`
  - `download`
  - `MSRA Text Detection 500 Database (MSRA-TD500)`
  - `OSTD`
  - `Traffice Guide Panel Text Dataset,TGPT`
  - `Street View Text (SVT)`
  - `KAIST Scene_Text Database`
  - `Chars74k`
  - www.iapr-tc11.org
  - ICDAR 2015 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://rrc.cvc.uab.es/files/Robust-Reading-Competition-Karatzas.pdf)|
  - ICDAR 2013 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://dagdata.cvc.uab.es/icdar2013competition/files/icdar2013_competition_report.pdf)|
  - ICDAR 2011 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://www.iapr-tc11.org/archive/icdar2011/fileup/PDF/4520b491.pdf)|
  - ICDAR 2005 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://www.academia.edu/download/30700479/10.1.1.96.4332.pdf)|
  - ICDAR 2003 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.332.3461&rep=rep1&type=pdf)|
Survey
- 2020
  - ACM Computing Surveys-2020 - Text-Recognition)
- 2016
  - Scene text detection and recognition: Recent advances and future trends - 36.

Programming Languages

C++ 1 C 1 Python 1

Categories

Text image recognition 63 Datasets 33 Text Detection 21 Text spotting 14 Synthetic Text data 3 Document 3 Application with Scene Text 2 Survey 2 Text Style Transfer 1 Handwritten Mathematical Expression Recognition 1 OCR + VQA 1 Image Text Super-resolution 1

Sub Categories

2020 52 2016 43 2022 15 2017 10 2021 8 2014 5 2015 5 2019 3 2023 2 2010 2

Keywords

text-detection 1 opencv 1 c-plusplus 1 text-recognition 1 semi-supervised-learning 1 mxnet 1 end-to-end 1 deep-learning 1 convolutional-neural-networks 1